Feature/ox swap (#5)

* added swap with 0x api

* Refactor

---------

Co-authored-by: Lemuel Okoli <lc_okoli@hotmail.com>

chatxbt-assistant.py

@@ -9,6 +9,7 @@ from phi.llm.openai import OpenAIChat
 from phi.tools.duckduckgo import DuckDuckGo
 from phi.tools.yfinance import YFinanceTools
 from src.databases.postgres import sqlalchemy_engine
+from src.tools.crypto_swap_toolkit import CryptoSwapTools
 from src.tools.crypto_data_toolkit import CryptoDataTools
 from phi.storage.assistant.postgres import PgAssistantStorage
 from src.knowledge_bases.combined import knowledge_base
@@ -64,7 +65,7 @@ def start():
     # Initialize the assistant
     cxbt_assistant = Assistant(
         llm=OpenAIChat(model="gpt-4o"),
-        tools=[CryptoDataTools(), DuckDuckGo(), YFinanceTools(stock_price=True)],
+        tools=[CryptoDataTools(), CryptoSwapTools(), DuckDuckGo(), YFinanceTools(stock_price=True)],
         show_tool_calls= is_dev_mode,
         markdown=True,
         knowledge_base=knowledge_base,

dependencies.txt

@@ -0,0 +1,841 @@
+async-timeout==4.0.3
+chainlit==1.1.300
+├── aiofiles [required: >=23.1.0,<24.0.0, installed: 23.2.1]
+├── asyncer [required: >=0.0.2,<0.0.3, installed: 0.0.2]
+│   └── anyio [required: >=3.4.0,<4.0.0, installed: 3.7.1]
+│       ├── idna [required: >=2.8, installed: 3.7]
+│       └── sniffio [required: >=1.1, installed: 1.3.1]
+├── click [required: >=8.1.3,<9.0.0, installed: 8.1.7]
+├── dataclasses-json [required: >=0.5.7,<0.6.0, installed: 0.5.14]
+│   ├── marshmallow [required: >=3.18.0,<4.0.0, installed: 3.21.3]
+│   │   └── packaging [required: >=17.0, installed: 23.2]
+│   └── typing-inspect [required: >=0.4.0,<1, installed: 0.9.0]
+│       ├── mypy-extensions [required: >=0.3.0, installed: 1.0.0]
+│       └── typing_extensions [required: >=3.7.4, installed: 4.12.2]
+├── fastapi [required: >=0.110.1,<0.111.0, installed: 0.110.3]
+│   ├── pydantic [required: >=1.7.4,<3.0.0,!=2.1.0,!=2.0.1,!=2.0.0,!=1.8.1,!=1.8, installed: 2.7.4]
+│   │   ├── annotated-types [required: >=0.4.0, installed: 0.7.0]
+│   │   ├── pydantic_core [required: ==2.18.4, installed: 2.18.4]
+│   │   │   └── typing_extensions [required: >=4.6.0,!=4.7.0, installed: 4.12.2]
+│   │   └── typing_extensions [required: >=4.6.1, installed: 4.12.2]
+│   ├── starlette [required: >=0.37.2,<0.38.0, installed: 0.37.2]
+│   │   └── anyio [required: >=3.4.0,<5, installed: 3.7.1]
+│   │       ├── idna [required: >=2.8, installed: 3.7]
+│   │       └── sniffio [required: >=1.1, installed: 1.3.1]
+│   └── typing_extensions [required: >=4.8.0, installed: 4.12.2]
+├── filetype [required: >=1.2.0,<2.0.0, installed: 1.2.0]
+├── httpx [required: >=0.23.0, installed: 0.27.0]
+│   ├── anyio [required: Any, installed: 3.7.1]
+│   │   ├── idna [required: >=2.8, installed: 3.7]
+│   │   └── sniffio [required: >=1.1, installed: 1.3.1]
+│   ├── certifi [required: Any, installed: 2024.6.2]
+│   ├── httpcore [required: ==1.*, installed: 1.0.5]
+│   │   ├── certifi [required: Any, installed: 2024.6.2]
+│   │   └── h11 [required: >=0.13,<0.15, installed: 0.14.0]
+│   ├── idna [required: Any, installed: 3.7]
+│   └── sniffio [required: Any, installed: 1.3.1]
+├── Lazify [required: >=0.4.0,<0.5.0, installed: 0.4.0]
+├── literalai [required: ==0.0.604, installed: 0.0.604]
+│   ├── chevron [required: >=0.14.0, installed: 0.14.0]
+│   ├── httpx [required: >=0.23.0, installed: 0.27.0]
+│   │   ├── anyio [required: Any, installed: 3.7.1]
+│   │   │   ├── idna [required: >=2.8, installed: 3.7]
+│   │   │   └── sniffio [required: >=1.1, installed: 1.3.1]
+│   │   ├── certifi [required: Any, installed: 2024.6.2]
+│   │   ├── httpcore [required: ==1.*, installed: 1.0.5]
+│   │   │   ├── certifi [required: Any, installed: 2024.6.2]
+│   │   │   └── h11 [required: >=0.13,<0.15, installed: 0.14.0]
+│   │   ├── idna [required: Any, installed: 3.7]
+│   │   └── sniffio [required: Any, installed: 1.3.1]
+│   ├── packaging [required: >=23.0, installed: 23.2]
+│   └── pydantic [required: >=1,<3, installed: 2.7.4]
+│       ├── annotated-types [required: >=0.4.0, installed: 0.7.0]
+│       ├── pydantic_core [required: ==2.18.4, installed: 2.18.4]
+│       │   └── typing_extensions [required: >=4.6.0,!=4.7.0, installed: 4.12.2]
+│       └── typing_extensions [required: >=4.6.1, installed: 4.12.2]
+├── nest-asyncio [required: >=1.5.6,<2.0.0, installed: 1.6.0]
+├── numpy [required: >=1.26,<2.0, installed: 1.26.4]
+├── packaging [required: >=23.1,<24.0, installed: 23.2]
+├── pydantic [required: >=1,<3, installed: 2.7.4]
+│   ├── annotated-types [required: >=0.4.0, installed: 0.7.0]
+│   ├── pydantic_core [required: ==2.18.4, installed: 2.18.4]
+│   │   └── typing_extensions [required: >=4.6.0,!=4.7.0, installed: 4.12.2]
+│   └── typing_extensions [required: >=4.6.1, installed: 4.12.2]
+├── PyJWT [required: >=2.8.0,<3.0.0, installed: 2.8.0]
+├── python-dotenv [required: >=1.0.0,<2.0.0, installed: 1.0.1]
+├── python-multipart [required: >=0.0.9,<0.0.10, installed: 0.0.9]
+├── python-socketio [required: >=5.11.0,<6.0.0, installed: 5.11.2]
+│   ├── bidict [required: >=0.21.0, installed: 0.23.1]
+│   └── python-engineio [required: >=4.8.0, installed: 4.9.1]
+│       └── simple-websocket [required: >=0.10.0, installed: 1.0.0]
+│           └── wsproto [required: Any, installed: 1.2.0]
+│               └── h11 [required: >=0.9.0,<1, installed: 0.14.0]
+├── starlette [required: >=0.37.2,<0.38.0, installed: 0.37.2]
+│   └── anyio [required: >=3.4.0,<5, installed: 3.7.1]
+│       ├── idna [required: >=2.8, installed: 3.7]
+│       └── sniffio [required: >=1.1, installed: 1.3.1]
+├── syncer [required: >=2.0.3,<3.0.0, installed: 2.0.3]
+├── tomli [required: >=2.0.1,<3.0.0, installed: 2.0.1]
+├── uptrace [required: >=1.22.0,<2.0.0, installed: 1.24.0]
+│   ├── opentelemetry-api [required: ~=1.24, installed: 1.25.0]
+│   │   ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │   │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   │   └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│   │       └── zipp [required: >=0.5, installed: 3.19.2]
+│   ├── opentelemetry-exporter-otlp [required: ~=1.24, installed: 1.25.0]
+│   │   ├── opentelemetry-exporter-otlp-proto-grpc [required: ==1.25.0, installed: 1.25.0]
+│   │   │   ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │   │   │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   │   │   ├── googleapis-common-protos [required: ~=1.52, installed: 1.63.1]
+│   │   │   │   └── protobuf [required: >=3.19.5,<6.0.0.dev0,!=4.21.5,!=4.21.4,!=4.21.3,!=4.21.2,!=4.21.1,!=3.20.1,!=3.20.0, installed: 4.25.3]
+│   │   │   ├── grpcio [required: >=1.0.0,<2.0.0, installed: 1.64.1]
+│   │   │   ├── opentelemetry-api [required: ~=1.15, installed: 1.25.0]
+│   │   │   │   ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │   │   │   │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   │   │   │   └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│   │   │   │       └── zipp [required: >=0.5, installed: 3.19.2]
+│   │   │   ├── opentelemetry-exporter-otlp-proto-common [required: ==1.25.0, installed: 1.25.0]
+│   │   │   │   └── opentelemetry-proto [required: ==1.25.0, installed: 1.25.0]
+│   │   │   │       └── protobuf [required: >=3.19,<5.0, installed: 4.25.3]
+│   │   │   ├── opentelemetry-proto [required: ==1.25.0, installed: 1.25.0]
+│   │   │   │   └── protobuf [required: >=3.19,<5.0, installed: 4.25.3]
+│   │   │   └── opentelemetry-sdk [required: ~=1.25.0, installed: 1.25.0]
+│   │   │       ├── opentelemetry-api [required: ==1.25.0, installed: 1.25.0]
+│   │   │       │   ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │   │       │   │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   │   │       │   └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│   │   │       │       └── zipp [required: >=0.5, installed: 3.19.2]
+│   │   │       ├── opentelemetry-semantic-conventions [required: ==0.46b0, installed: 0.46b0]
+│   │   │       │   └── opentelemetry-api [required: ==1.25.0, installed: 1.25.0]
+│   │   │       │       ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │   │       │       │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   │   │       │       └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│   │   │       │           └── zipp [required: >=0.5, installed: 3.19.2]
+│   │   │       └── typing_extensions [required: >=3.7.4, installed: 4.12.2]
+│   │   └── opentelemetry-exporter-otlp-proto-http [required: ==1.25.0, installed: 1.25.0]
+│   │       ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │       │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   │       ├── googleapis-common-protos [required: ~=1.52, installed: 1.63.1]
+│   │       │   └── protobuf [required: >=3.19.5,<6.0.0.dev0,!=4.21.5,!=4.21.4,!=4.21.3,!=4.21.2,!=4.21.1,!=3.20.1,!=3.20.0, installed: 4.25.3]
+│   │       ├── opentelemetry-api [required: ~=1.15, installed: 1.25.0]
+│   │       │   ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │       │   │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   │       │   └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│   │       │       └── zipp [required: >=0.5, installed: 3.19.2]
+│   │       ├── opentelemetry-exporter-otlp-proto-common [required: ==1.25.0, installed: 1.25.0]
+│   │       │   └── opentelemetry-proto [required: ==1.25.0, installed: 1.25.0]
+│   │       │       └── protobuf [required: >=3.19,<5.0, installed: 4.25.3]
+│   │       ├── opentelemetry-proto [required: ==1.25.0, installed: 1.25.0]
+│   │       │   └── protobuf [required: >=3.19,<5.0, installed: 4.25.3]
+│   │       ├── opentelemetry-sdk [required: ~=1.25.0, installed: 1.25.0]
+│   │       │   ├── opentelemetry-api [required: ==1.25.0, installed: 1.25.0]
+│   │       │   │   ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │       │   │   │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   │       │   │   └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│   │       │   │       └── zipp [required: >=0.5, installed: 3.19.2]
+│   │       │   ├── opentelemetry-semantic-conventions [required: ==0.46b0, installed: 0.46b0]
+│   │       │   │   └── opentelemetry-api [required: ==1.25.0, installed: 1.25.0]
+│   │       │   │       ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │       │   │       │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   │       │   │       └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│   │       │   │           └── zipp [required: >=0.5, installed: 3.19.2]
+│   │       │   └── typing_extensions [required: >=3.7.4, installed: 4.12.2]
+│   │       └── requests [required: ~=2.7, installed: 2.32.3]
+│   │           ├── certifi [required: >=2017.4.17, installed: 2024.6.2]
+│   │           ├── charset-normalizer [required: >=2,<4, installed: 3.3.2]
+│   │           ├── idna [required: >=2.5,<4, installed: 3.7]
+│   │           └── urllib3 [required: >=1.21.1,<3, installed: 2.2.1]
+│   ├── opentelemetry-instrumentation [required: ~=0.45b0, installed: 0.46b0]
+│   │   ├── opentelemetry-api [required: ~=1.4, installed: 1.25.0]
+│   │   │   ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │   │   │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   │   │   └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│   │   │       └── zipp [required: >=0.5, installed: 3.19.2]
+│   │   ├── setuptools [required: >=16.0, installed: 70.0.0]
+│   │   └── wrapt [required: >=1.0.0,<2.0.0, installed: 1.16.0]
+│   └── opentelemetry-sdk [required: ~=1.24, installed: 1.25.0]
+│       ├── opentelemetry-api [required: ==1.25.0, installed: 1.25.0]
+│       │   ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│       │   │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│       │   └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│       │       └── zipp [required: >=0.5, installed: 3.19.2]
+│       ├── opentelemetry-semantic-conventions [required: ==0.46b0, installed: 0.46b0]
+│       │   └── opentelemetry-api [required: ==1.25.0, installed: 1.25.0]
+│       │       ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│       │       │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│       │       └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│       │           └── zipp [required: >=0.5, installed: 3.19.2]
+│       └── typing_extensions [required: >=3.7.4, installed: 4.12.2]
+├── uvicorn [required: >=0.25.0,<0.26.0, installed: 0.25.0]
+│   ├── click [required: >=7.0, installed: 8.1.7]
+│   └── h11 [required: >=0.8, installed: 0.14.0]
+└── watchfiles [required: >=0.20.0,<0.21.0, installed: 0.20.0]
+    └── anyio [required: >=3.0.0, installed: 3.7.1]
+        ├── idna [required: >=2.8, installed: 3.7]
+        └── sniffio [required: >=1.1, installed: 1.3.1]
+coingecko==0.13
+└── requests [required: Any, installed: 2.32.3]
+    ├── certifi [required: >=2017.4.17, installed: 2024.6.2]
+    ├── charset-normalizer [required: >=2,<4, installed: 3.3.2]
+    ├── idna [required: >=2.5,<4, installed: 3.7]
+    └── urllib3 [required: >=1.21.1,<3, installed: 2.2.1]
+duckduckgo_search==6.1.6
+├── click [required: >=8.1.7, installed: 8.1.7]
+├── orjson [required: >=3.10.4, installed: 3.10.5]
+└── pyreqwest_impersonate [required: >=0.4.7, installed: 0.4.7]
+exceptiongroup==1.2.1
+langchain-community==0.2.4
+├── aiohttp [required: >=3.8.3,<4.0.0, installed: 3.9.5]
+│   ├── aiosignal [required: >=1.1.2, installed: 1.3.1]
+│   │   └── frozenlist [required: >=1.1.0, installed: 1.4.1]
+│   ├── attrs [required: >=17.3.0, installed: 23.2.0]
+│   ├── frozenlist [required: >=1.1.1, installed: 1.4.1]
+│   ├── multidict [required: >=4.5,<7.0, installed: 6.0.5]
+│   └── yarl [required: >=1.0,<2.0, installed: 1.9.4]
+│       ├── idna [required: >=2.0, installed: 3.7]
+│       └── multidict [required: >=4.0, installed: 6.0.5]
+├── dataclasses-json [required: >=0.5.7,<0.7, installed: 0.5.14]
+│   ├── marshmallow [required: >=3.18.0,<4.0.0, installed: 3.21.3]
+│   │   └── packaging [required: >=17.0, installed: 23.2]
+│   └── typing-inspect [required: >=0.4.0,<1, installed: 0.9.0]
+│       ├── mypy-extensions [required: >=0.3.0, installed: 1.0.0]
+│       └── typing_extensions [required: >=3.7.4, installed: 4.12.2]
+├── langchain [required: >=0.2.0,<0.3.0, installed: 0.2.4]
+│   ├── aiohttp [required: >=3.8.3,<4.0.0, installed: 3.9.5]
+│   │   ├── aiosignal [required: >=1.1.2, installed: 1.3.1]
+│   │   │   └── frozenlist [required: >=1.1.0, installed: 1.4.1]
+│   │   ├── attrs [required: >=17.3.0, installed: 23.2.0]
+│   │   ├── frozenlist [required: >=1.1.1, installed: 1.4.1]
+│   │   ├── multidict [required: >=4.5,<7.0, installed: 6.0.5]
+│   │   └── yarl [required: >=1.0,<2.0, installed: 1.9.4]
+│   │       ├── idna [required: >=2.0, installed: 3.7]
+│   │       └── multidict [required: >=4.0, installed: 6.0.5]
+│   ├── langchain-core [required: >=0.2.6,<0.3.0, installed: 0.2.6]
+│   │   ├── jsonpatch [required: >=1.33,<2.0, installed: 1.33]
+│   │   │   └── jsonpointer [required: >=1.9, installed: 3.0.0]
+│   │   ├── langsmith [required: >=0.1.75,<0.2.0, installed: 0.1.77]
+│   │   │   ├── orjson [required: >=3.9.14,<4.0.0, installed: 3.10.5]
+│   │   │   ├── pydantic [required: >=1,<3, installed: 2.7.4]
+│   │   │   │   ├── annotated-types [required: >=0.4.0, installed: 0.7.0]
+│   │   │   │   ├── pydantic_core [required: ==2.18.4, installed: 2.18.4]
+│   │   │   │   │   └── typing_extensions [required: >=4.6.0,!=4.7.0, installed: 4.12.2]
+│   │   │   │   └── typing_extensions [required: >=4.6.1, installed: 4.12.2]
+│   │   │   └── requests [required: >=2,<3, installed: 2.32.3]
+│   │   │       ├── certifi [required: >=2017.4.17, installed: 2024.6.2]
+│   │   │       ├── charset-normalizer [required: >=2,<4, installed: 3.3.2]
+│   │   │       ├── idna [required: >=2.5,<4, installed: 3.7]
+│   │   │       └── urllib3 [required: >=1.21.1,<3, installed: 2.2.1]
+│   │   ├── packaging [required: >=23.2,<25, installed: 23.2]
+│   │   ├── pydantic [required: >=1,<3, installed: 2.7.4]
+│   │   │   ├── annotated-types [required: >=0.4.0, installed: 0.7.0]
+│   │   │   ├── pydantic_core [required: ==2.18.4, installed: 2.18.4]
+│   │   │   │   └── typing_extensions [required: >=4.6.0,!=4.7.0, installed: 4.12.2]
+│   │   │   └── typing_extensions [required: >=4.6.1, installed: 4.12.2]
+│   │   ├── PyYAML [required: >=5.3, installed: 6.0.1]
+│   │   └── tenacity [required: >=8.1.0,<9.0.0, installed: 8.3.0]
+│   ├── langchain-text-splitters [required: >=0.2.0,<0.3.0, installed: 0.2.1]
+│   │   └── langchain-core [required: >=0.2.0,<0.3.0, installed: 0.2.6]
+│   │       ├── jsonpatch [required: >=1.33,<2.0, installed: 1.33]
+│   │       │   └── jsonpointer [required: >=1.9, installed: 3.0.0]
+│   │       ├── langsmith [required: >=0.1.75,<0.2.0, installed: 0.1.77]
+│   │       │   ├── orjson [required: >=3.9.14,<4.0.0, installed: 3.10.5]
+│   │       │   ├── pydantic [required: >=1,<3, installed: 2.7.4]
+│   │       │   │   ├── annotated-types [required: >=0.4.0, installed: 0.7.0]
+│   │       │   │   ├── pydantic_core [required: ==2.18.4, installed: 2.18.4]
+│   │       │   │   │   └── typing_extensions [required: >=4.6.0,!=4.7.0, installed: 4.12.2]
+│   │       │   │   └── typing_extensions [required: >=4.6.1, installed: 4.12.2]
+│   │       │   └── requests [required: >=2,<3, installed: 2.32.3]
+│   │       │       ├── certifi [required: >=2017.4.17, installed: 2024.6.2]
+│   │       │       ├── charset-normalizer [required: >=2,<4, installed: 3.3.2]
+│   │       │       ├── idna [required: >=2.5,<4, installed: 3.7]
+│   │       │       └── urllib3 [required: >=1.21.1,<3, installed: 2.2.1]
+│   │       ├── packaging [required: >=23.2,<25, installed: 23.2]
+│   │       ├── pydantic [required: >=1,<3, installed: 2.7.4]
+│   │       │   ├── annotated-types [required: >=0.4.0, installed: 0.7.0]
+│   │       │   ├── pydantic_core [required: ==2.18.4, installed: 2.18.4]
+│   │       │   │   └── typing_extensions [required: >=4.6.0,!=4.7.0, installed: 4.12.2]
+│   │       │   └── typing_extensions [required: >=4.6.1, installed: 4.12.2]
+│   │       ├── PyYAML [required: >=5.3, installed: 6.0.1]
+│   │       └── tenacity [required: >=8.1.0,<9.0.0, installed: 8.3.0]
+│   ├── langsmith [required: >=0.1.17,<0.2.0, installed: 0.1.77]
+│   │   ├── orjson [required: >=3.9.14,<4.0.0, installed: 3.10.5]
+│   │   ├── pydantic [required: >=1,<3, installed: 2.7.4]
+│   │   │   ├── annotated-types [required: >=0.4.0, installed: 0.7.0]
+│   │   │   ├── pydantic_core [required: ==2.18.4, installed: 2.18.4]
+│   │   │   │   └── typing_extensions [required: >=4.6.0,!=4.7.0, installed: 4.12.2]
+│   │   │   └── typing_extensions [required: >=4.6.1, installed: 4.12.2]
+│   │   └── requests [required: >=2,<3, installed: 2.32.3]
+│   │       ├── certifi [required: >=2017.4.17, installed: 2024.6.2]
+│   │       ├── charset-normalizer [required: >=2,<4, installed: 3.3.2]
+│   │       ├── idna [required: >=2.5,<4, installed: 3.7]
+│   │       └── urllib3 [required: >=1.21.1,<3, installed: 2.2.1]
+│   ├── numpy [required: >=1.26.0,<2.0.0, installed: 1.26.4]
+│   ├── pydantic [required: >=1,<3, installed: 2.7.4]
+│   │   ├── annotated-types [required: >=0.4.0, installed: 0.7.0]
+│   │   ├── pydantic_core [required: ==2.18.4, installed: 2.18.4]
+│   │   │   └── typing_extensions [required: >=4.6.0,!=4.7.0, installed: 4.12.2]
+│   │   └── typing_extensions [required: >=4.6.1, installed: 4.12.2]
+│   ├── PyYAML [required: >=5.3, installed: 6.0.1]
+│   ├── requests [required: >=2,<3, installed: 2.32.3]
+│   │   ├── certifi [required: >=2017.4.17, installed: 2024.6.2]
+│   │   ├── charset-normalizer [required: >=2,<4, installed: 3.3.2]
+│   │   ├── idna [required: >=2.5,<4, installed: 3.7]
+│   │   └── urllib3 [required: >=1.21.1,<3, installed: 2.2.1]
+│   ├── SQLAlchemy [required: >=1.4,<3, installed: 2.0.30]
+│   │   ├── greenlet [required: !=0.4.17, installed: 3.0.3]
+│   │   └── typing_extensions [required: >=4.6.0, installed: 4.12.2]
+│   └── tenacity [required: >=8.1.0,<9.0.0, installed: 8.3.0]
+├── langchain-core [required: >=0.2.0,<0.3.0, installed: 0.2.6]
+│   ├── jsonpatch [required: >=1.33,<2.0, installed: 1.33]
+│   │   └── jsonpointer [required: >=1.9, installed: 3.0.0]
+│   ├── langsmith [required: >=0.1.75,<0.2.0, installed: 0.1.77]
+│   │   ├── orjson [required: >=3.9.14,<4.0.0, installed: 3.10.5]
+│   │   ├── pydantic [required: >=1,<3, installed: 2.7.4]
+│   │   │   ├── annotated-types [required: >=0.4.0, installed: 0.7.0]
+│   │   │   ├── pydantic_core [required: ==2.18.4, installed: 2.18.4]
+│   │   │   │   └── typing_extensions [required: >=4.6.0,!=4.7.0, installed: 4.12.2]
+│   │   │   └── typing_extensions [required: >=4.6.1, installed: 4.12.2]
+│   │   └── requests [required: >=2,<3, installed: 2.32.3]
+│   │       ├── certifi [required: >=2017.4.17, installed: 2024.6.2]
+│   │       ├── charset-normalizer [required: >=2,<4, installed: 3.3.2]
+│   │       ├── idna [required: >=2.5,<4, installed: 3.7]
+│   │       └── urllib3 [required: >=1.21.1,<3, installed: 2.2.1]
+│   ├── packaging [required: >=23.2,<25, installed: 23.2]
+│   ├── pydantic [required: >=1,<3, installed: 2.7.4]
+│   │   ├── annotated-types [required: >=0.4.0, installed: 0.7.0]
+│   │   ├── pydantic_core [required: ==2.18.4, installed: 2.18.4]
+│   │   │   └── typing_extensions [required: >=4.6.0,!=4.7.0, installed: 4.12.2]
+│   │   └── typing_extensions [required: >=4.6.1, installed: 4.12.2]
+│   ├── PyYAML [required: >=5.3, installed: 6.0.1]
+│   └── tenacity [required: >=8.1.0,<9.0.0, installed: 8.3.0]
+├── langsmith [required: >=0.1.0,<0.2.0, installed: 0.1.77]
+│   ├── orjson [required: >=3.9.14,<4.0.0, installed: 3.10.5]
+│   ├── pydantic [required: >=1,<3, installed: 2.7.4]
+│   │   ├── annotated-types [required: >=0.4.0, installed: 0.7.0]
+│   │   ├── pydantic_core [required: ==2.18.4, installed: 2.18.4]
+│   │   │   └── typing_extensions [required: >=4.6.0,!=4.7.0, installed: 4.12.2]
+│   │   └── typing_extensions [required: >=4.6.1, installed: 4.12.2]
+│   └── requests [required: >=2,<3, installed: 2.32.3]
+│       ├── certifi [required: >=2017.4.17, installed: 2024.6.2]
+│       ├── charset-normalizer [required: >=2,<4, installed: 3.3.2]
+│       ├── idna [required: >=2.5,<4, installed: 3.7]
+│       └── urllib3 [required: >=1.21.1,<3, installed: 2.2.1]
+├── numpy [required: >=1,<2, installed: 1.26.4]
+├── PyYAML [required: >=5.3, installed: 6.0.1]
+├── requests [required: >=2,<3, installed: 2.32.3]
+│   ├── certifi [required: >=2017.4.17, installed: 2024.6.2]
+│   ├── charset-normalizer [required: >=2,<4, installed: 3.3.2]
+│   ├── idna [required: >=2.5,<4, installed: 3.7]
+│   └── urllib3 [required: >=1.21.1,<3, installed: 2.2.1]
+├── SQLAlchemy [required: >=1.4,<3, installed: 2.0.30]
+│   ├── greenlet [required: !=0.4.17, installed: 3.0.3]
+│   └── typing_extensions [required: >=4.6.0, installed: 4.12.2]
+└── tenacity [required: >=8.1.0,<9.0.0, installed: 8.3.0]
+logfire==0.42.0
+├── executing [required: >=2.0.1, installed: 2.0.1]
+├── opentelemetry-exporter-otlp-proto-http [required: >=1.21.0, installed: 1.25.0]
+│   ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   ├── googleapis-common-protos [required: ~=1.52, installed: 1.63.1]
+│   │   └── protobuf [required: >=3.19.5,<6.0.0.dev0,!=4.21.5,!=4.21.4,!=4.21.3,!=4.21.2,!=4.21.1,!=3.20.1,!=3.20.0, installed: 4.25.3]
+│   ├── opentelemetry-api [required: ~=1.15, installed: 1.25.0]
+│   │   ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │   │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   │   └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│   │       └── zipp [required: >=0.5, installed: 3.19.2]
+│   ├── opentelemetry-exporter-otlp-proto-common [required: ==1.25.0, installed: 1.25.0]
+│   │   └── opentelemetry-proto [required: ==1.25.0, installed: 1.25.0]
+│   │       └── protobuf [required: >=3.19,<5.0, installed: 4.25.3]
+│   ├── opentelemetry-proto [required: ==1.25.0, installed: 1.25.0]
+│   │   └── protobuf [required: >=3.19,<5.0, installed: 4.25.3]
+│   ├── opentelemetry-sdk [required: ~=1.25.0, installed: 1.25.0]
+│   │   ├── opentelemetry-api [required: ==1.25.0, installed: 1.25.0]
+│   │   │   ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │   │   │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   │   │   └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│   │   │       └── zipp [required: >=0.5, installed: 3.19.2]
+│   │   ├── opentelemetry-semantic-conventions [required: ==0.46b0, installed: 0.46b0]
+│   │   │   └── opentelemetry-api [required: ==1.25.0, installed: 1.25.0]
+│   │   │       ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │   │       │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   │   │       └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│   │   │           └── zipp [required: >=0.5, installed: 3.19.2]
+│   │   └── typing_extensions [required: >=3.7.4, installed: 4.12.2]
+│   └── requests [required: ~=2.7, installed: 2.32.3]
+│       ├── certifi [required: >=2017.4.17, installed: 2024.6.2]
+│       ├── charset-normalizer [required: >=2,<4, installed: 3.3.2]
+│       ├── idna [required: >=2.5,<4, installed: 3.7]
+│       └── urllib3 [required: >=1.21.1,<3, installed: 2.2.1]
+├── opentelemetry-instrumentation [required: >=0.41b0, installed: 0.46b0]
+│   ├── opentelemetry-api [required: ~=1.4, installed: 1.25.0]
+│   │   ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │   │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   │   └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│   │       └── zipp [required: >=0.5, installed: 3.19.2]
+│   ├── setuptools [required: >=16.0, installed: 70.0.0]
+│   └── wrapt [required: >=1.0.0,<2.0.0, installed: 1.16.0]
+├── opentelemetry-sdk [required: >=1.21.0, installed: 1.25.0]
+│   ├── opentelemetry-api [required: ==1.25.0, installed: 1.25.0]
+│   │   ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │   │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   │   └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│   │       └── zipp [required: >=0.5, installed: 3.19.2]
+│   ├── opentelemetry-semantic-conventions [required: ==0.46b0, installed: 0.46b0]
+│   │   └── opentelemetry-api [required: ==1.25.0, installed: 1.25.0]
+│   │       ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │       │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   │       └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│   │           └── zipp [required: >=0.5, installed: 3.19.2]
+│   └── typing_extensions [required: >=3.7.4, installed: 4.12.2]
+├── protobuf [required: >=4.23.4, installed: 4.25.3]
+├── rich [required: >=13.4.2, installed: 13.7.1]
+│   ├── markdown-it-py [required: >=2.2.0, installed: 3.0.0]
+│   │   └── mdurl [required: ~=0.1, installed: 0.1.2]
+│   └── Pygments [required: >=2.13.0,<3.0.0, installed: 2.18.0]
+└── typing_extensions [required: >=4.1.0, installed: 4.12.2]
+openai==1.34.0
+├── anyio [required: >=3.5.0,<5, installed: 3.7.1]
+│   ├── idna [required: >=2.8, installed: 3.7]
+│   └── sniffio [required: >=1.1, installed: 1.3.1]
+├── distro [required: >=1.7.0,<2, installed: 1.9.0]
+├── httpx [required: >=0.23.0,<1, installed: 0.27.0]
+│   ├── anyio [required: Any, installed: 3.7.1]
+│   │   ├── idna [required: >=2.8, installed: 3.7]
+│   │   └── sniffio [required: >=1.1, installed: 1.3.1]
+│   ├── certifi [required: Any, installed: 2024.6.2]
+│   ├── httpcore [required: ==1.*, installed: 1.0.5]
+│   │   ├── certifi [required: Any, installed: 2024.6.2]
+│   │   └── h11 [required: >=0.13,<0.15, installed: 0.14.0]
+│   ├── idna [required: Any, installed: 3.7]
+│   └── sniffio [required: Any, installed: 1.3.1]
+├── pydantic [required: >=1.9.0,<3, installed: 2.7.4]
+│   ├── annotated-types [required: >=0.4.0, installed: 0.7.0]
+│   ├── pydantic_core [required: ==2.18.4, installed: 2.18.4]
+│   │   └── typing_extensions [required: >=4.6.0,!=4.7.0, installed: 4.12.2]
+│   └── typing_extensions [required: >=4.6.1, installed: 4.12.2]
+├── sniffio [required: Any, installed: 1.3.1]
+├── tqdm [required: >4, installed: 4.66.4]
+└── typing_extensions [required: >=4.7,<5, installed: 4.12.2]
+opentelemetry-instrumentation-fastapi==0.46b0
+├── opentelemetry-api [required: ~=1.12, installed: 1.25.0]
+│   ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│       └── zipp [required: >=0.5, installed: 3.19.2]
+├── opentelemetry-instrumentation [required: ==0.46b0, installed: 0.46b0]
+│   ├── opentelemetry-api [required: ~=1.4, installed: 1.25.0]
+│   │   ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │   │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   │   └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│   │       └── zipp [required: >=0.5, installed: 3.19.2]
+│   ├── setuptools [required: >=16.0, installed: 70.0.0]
+│   └── wrapt [required: >=1.0.0,<2.0.0, installed: 1.16.0]
+├── opentelemetry-instrumentation-asgi [required: ==0.46b0, installed: 0.46b0]
+│   ├── asgiref [required: ~=3.0, installed: 3.8.1]
+│   ├── opentelemetry-api [required: ~=1.12, installed: 1.25.0]
+│   │   ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │   │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   │   └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│   │       └── zipp [required: >=0.5, installed: 3.19.2]
+│   ├── opentelemetry-instrumentation [required: ==0.46b0, installed: 0.46b0]
+│   │   ├── opentelemetry-api [required: ~=1.4, installed: 1.25.0]
+│   │   │   ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │   │   │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   │   │   └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│   │   │       └── zipp [required: >=0.5, installed: 3.19.2]
+│   │   ├── setuptools [required: >=16.0, installed: 70.0.0]
+│   │   └── wrapt [required: >=1.0.0,<2.0.0, installed: 1.16.0]
+│   ├── opentelemetry-semantic-conventions [required: ==0.46b0, installed: 0.46b0]
+│   │   └── opentelemetry-api [required: ==1.25.0, installed: 1.25.0]
+│   │       ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │       │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   │       └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│   │           └── zipp [required: >=0.5, installed: 3.19.2]
+│   └── opentelemetry-util-http [required: ==0.46b0, installed: 0.46b0]
+├── opentelemetry-semantic-conventions [required: ==0.46b0, installed: 0.46b0]
+│   └── opentelemetry-api [required: ==1.25.0, installed: 1.25.0]
+│       ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│       │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│       └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│           └── zipp [required: >=0.5, installed: 3.19.2]
+└── opentelemetry-util-http [required: ==0.46b0, installed: 0.46b0]
+opentelemetry-instrumentation-httpx==0.46b0
+├── opentelemetry-api [required: ~=1.12, installed: 1.25.0]
+│   ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│       └── zipp [required: >=0.5, installed: 3.19.2]
+├── opentelemetry-instrumentation [required: ==0.46b0, installed: 0.46b0]
+│   ├── opentelemetry-api [required: ~=1.4, installed: 1.25.0]
+│   │   ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │   │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   │   └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│   │       └── zipp [required: >=0.5, installed: 3.19.2]
+│   ├── setuptools [required: >=16.0, installed: 70.0.0]
+│   └── wrapt [required: >=1.0.0,<2.0.0, installed: 1.16.0]
+├── opentelemetry-semantic-conventions [required: ==0.46b0, installed: 0.46b0]
+│   └── opentelemetry-api [required: ==1.25.0, installed: 1.25.0]
+│       ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│       │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│       └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│           └── zipp [required: >=0.5, installed: 3.19.2]
+└── opentelemetry-util-http [required: ==0.46b0, installed: 0.46b0]
+opentelemetry-instrumentation-redis==0.46b0
+├── opentelemetry-api [required: ~=1.12, installed: 1.25.0]
+│   ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│       └── zipp [required: >=0.5, installed: 3.19.2]
+├── opentelemetry-instrumentation [required: ==0.46b0, installed: 0.46b0]
+│   ├── opentelemetry-api [required: ~=1.4, installed: 1.25.0]
+│   │   ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │   │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   │   └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│   │       └── zipp [required: >=0.5, installed: 3.19.2]
+│   ├── setuptools [required: >=16.0, installed: 70.0.0]
+│   └── wrapt [required: >=1.0.0,<2.0.0, installed: 1.16.0]
+├── opentelemetry-semantic-conventions [required: ==0.46b0, installed: 0.46b0]
+│   └── opentelemetry-api [required: ==1.25.0, installed: 1.25.0]
+│       ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│       │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│       └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│           └── zipp [required: >=0.5, installed: 3.19.2]
+└── wrapt [required: >=1.12.1, installed: 1.16.0]
+opentelemetry-instrumentation-requests==0.46b0
+├── opentelemetry-api [required: ~=1.12, installed: 1.25.0]
+│   ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│       └── zipp [required: >=0.5, installed: 3.19.2]
+├── opentelemetry-instrumentation [required: ==0.46b0, installed: 0.46b0]
+│   ├── opentelemetry-api [required: ~=1.4, installed: 1.25.0]
+│   │   ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │   │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   │   └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│   │       └── zipp [required: >=0.5, installed: 3.19.2]
+│   ├── setuptools [required: >=16.0, installed: 70.0.0]
+│   └── wrapt [required: >=1.0.0,<2.0.0, installed: 1.16.0]
+├── opentelemetry-semantic-conventions [required: ==0.46b0, installed: 0.46b0]
+│   └── opentelemetry-api [required: ==1.25.0, installed: 1.25.0]
+│       ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│       │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│       └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│           └── zipp [required: >=0.5, installed: 3.19.2]
+└── opentelemetry-util-http [required: ==0.46b0, installed: 0.46b0]
+opentelemetry-instrumentation-system-metrics==0.46b0
+├── opentelemetry-api [required: ~=1.11, installed: 1.25.0]
+│   ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│       └── zipp [required: >=0.5, installed: 3.19.2]
+├── opentelemetry-instrumentation [required: ==0.46b0, installed: 0.46b0]
+│   ├── opentelemetry-api [required: ~=1.4, installed: 1.25.0]
+│   │   ├── Deprecated [required: >=1.2.6, installed: 1.2.14]
+│   │   │   └── wrapt [required: >=1.10,<2, installed: 1.16.0]
+│   │   └── importlib_metadata [required: >=6.0,<=7.1, installed: 7.1.0]
+│   │       └── zipp [required: >=0.5, installed: 3.19.2]
+│   ├── setuptools [required: >=16.0, installed: 70.0.0]
+│   └── wrapt [required: >=1.0.0,<2.0.0, installed: 1.16.0]
+└── psutil [required: ~=5.9, installed: 5.9.8]
+phidata==2.4.20
+├── GitPython [required: Any, installed: 3.1.43]
+│   └── gitdb [required: >=4.0.1,<5, installed: 4.0.11]
+│       └── smmap [required: >=3.0.1,<6, installed: 5.0.1]
+├── httpx [required: Any, installed: 0.27.0]
+│   ├── anyio [required: Any, installed: 3.7.1]
+│   │   ├── idna [required: >=2.8, installed: 3.7]
+│   │   └── sniffio [required: >=1.1, installed: 1.3.1]
+│   ├── certifi [required: Any, installed: 2024.6.2]
+│   ├── httpcore [required: ==1.*, installed: 1.0.5]
+│   │   ├── certifi [required: Any, installed: 2024.6.2]
+│   │   └── h11 [required: >=0.13,<0.15, installed: 0.14.0]
+│   ├── idna [required: Any, installed: 3.7]
+│   └── sniffio [required: Any, installed: 1.3.1]
+├── pydantic [required: Any, installed: 2.7.4]
+│   ├── annotated-types [required: >=0.4.0, installed: 0.7.0]
+│   ├── pydantic_core [required: ==2.18.4, installed: 2.18.4]
+│   │   └── typing_extensions [required: >=4.6.0,!=4.7.0, installed: 4.12.2]
+│   └── typing_extensions [required: >=4.6.1, installed: 4.12.2]
+├── pydantic-settings [required: Any, installed: 2.3.3]
+│   ├── pydantic [required: >=2.7.0, installed: 2.7.4]
+│   │   ├── annotated-types [required: >=0.4.0, installed: 0.7.0]
+│   │   ├── pydantic_core [required: ==2.18.4, installed: 2.18.4]
+│   │   │   └── typing_extensions [required: >=4.6.0,!=4.7.0, installed: 4.12.2]
+│   │   └── typing_extensions [required: >=4.6.1, installed: 4.12.2]
+│   └── python-dotenv [required: >=0.21.0, installed: 1.0.1]
+├── python-dotenv [required: Any, installed: 1.0.1]
+├── PyYAML [required: Any, installed: 6.0.1]
+├── rich [required: Any, installed: 13.7.1]
+│   ├── markdown-it-py [required: >=2.2.0, installed: 3.0.0]
+│   │   └── mdurl [required: ~=0.1, installed: 0.1.2]
+│   └── Pygments [required: >=2.13.0,<3.0.0, installed: 2.18.0]
+├── tomli [required: Any, installed: 2.0.1]
+├── typer [required: Any, installed: 0.12.3]
+│   ├── click [required: >=8.0.0, installed: 8.1.7]
+│   ├── rich [required: >=10.11.0, installed: 13.7.1]
+│   │   ├── markdown-it-py [required: >=2.2.0, installed: 3.0.0]
+│   │   │   └── mdurl [required: ~=0.1, installed: 0.1.2]
+│   │   └── Pygments [required: >=2.13.0,<3.0.0, installed: 2.18.0]
+│   ├── shellingham [required: >=1.3.0, installed: 1.5.4]
+│   └── typing_extensions [required: >=3.7.4.3, installed: 4.12.2]
+└── typing_extensions [required: Any, installed: 4.12.2]
+pipdeptree==2.22.0
+├── packaging [required: >=23.1, installed: 23.2]
+└── pip [required: >=23.1.2, installed: 24.0]
+pipreqs==0.5.0
+├── docopt [required: ==0.6.2, installed: 0.6.2]
+├── ipython [required: ==8.12.3, installed: 8.12.3]
+│   ├── appnope [required: Any, installed: 0.1.4]
+│   ├── backcall [required: Any, installed: 0.2.0]
+│   ├── decorator [required: Any, installed: 5.1.1]
+│   ├── jedi [required: >=0.16, installed: 0.19.1]
+│   │   └── parso [required: >=0.8.3,<0.9.0, installed: 0.8.4]
+│   ├── matplotlib-inline [required: Any, installed: 0.1.7]
+│   │   └── traitlets [required: Any, installed: 5.14.3]
+│   ├── pexpect [required: >4.3, installed: 4.9.0]
+│   │   └── ptyprocess [required: >=0.5, installed: 0.7.0]
+│   ├── pickleshare [required: Any, installed: 0.7.5]
+│   ├── prompt_toolkit [required: >=3.0.30,<3.1.0,!=3.0.37, installed: 3.0.47]
+│   │   └── wcwidth [required: Any, installed: 0.2.13]
+│   ├── Pygments [required: >=2.4.0, installed: 2.18.0]
+│   ├── stack-data [required: Any, installed: 0.6.3]
+│   │   ├── asttokens [required: >=2.1.0, installed: 2.4.1]
+│   │   │   └── six [required: >=1.12.0, installed: 1.16.0]
+│   │   ├── executing [required: >=1.2.0, installed: 2.0.1]
+│   │   └── pure-eval [required: Any, installed: 0.2.2]
+│   └── traitlets [required: >=5, installed: 5.14.3]
+├── nbconvert [required: >=7.11.0,<8.0.0, installed: 7.16.4]
+│   ├── beautifulsoup4 [required: Any, installed: 4.12.3]
+│   │   └── soupsieve [required: >1.2, installed: 2.5]
+│   ├── bleach [required: !=5.0.0, installed: 6.1.0]
+│   │   ├── six [required: >=1.9.0, installed: 1.16.0]
+│   │   └── webencodings [required: Any, installed: 0.5.1]
+│   ├── defusedxml [required: Any, installed: 0.7.1]
+│   ├── Jinja2 [required: >=3.0, installed: 3.1.4]
+│   │   └── MarkupSafe [required: >=2.0, installed: 2.1.5]
+│   ├── jupyter_core [required: >=4.7, installed: 5.7.2]
+│   │   ├── platformdirs [required: >=2.5, installed: 4.2.2]
+│   │   └── traitlets [required: >=5.3, installed: 5.14.3]
+│   ├── jupyterlab_pygments [required: Any, installed: 0.3.0]
+│   ├── MarkupSafe [required: >=2.0, installed: 2.1.5]
+│   ├── mistune [required: >=2.0.3,<4, installed: 3.0.2]
+│   ├── nbclient [required: >=0.5.0, installed: 0.10.0]
+│   │   ├── jupyter_client [required: >=6.1.12, installed: 8.6.2]
+│   │   │   ├── jupyter_core [required: >=4.12,!=5.0.*, installed: 5.7.2]
+│   │   │   │   ├── platformdirs [required: >=2.5, installed: 4.2.2]
+│   │   │   │   └── traitlets [required: >=5.3, installed: 5.14.3]
+│   ���   │   ├── python-dateutil [required: >=2.8.2, installed: 2.9.0.post0]
+│   │   │   │   └── six [required: >=1.5, installed: 1.16.0]
+│   │   │   ├── pyzmq [required: >=23.0, installed: 26.0.3]
+│   │   │   ├── tornado [required: >=6.2, installed: 6.4.1]
+│   │   │   └── traitlets [required: >=5.3, installed: 5.14.3]
+│   │   ├── jupyter_core [required: >=4.12,!=5.0.*, installed: 5.7.2]
+│   │   │   ├── platformdirs [required: >=2.5, installed: 4.2.2]
+│   │   │   └── traitlets [required: >=5.3, installed: 5.14.3]
+│   │   ├── nbformat [required: >=5.1, installed: 5.10.4]
+│   │   │   ├── fastjsonschema [required: >=2.15, installed: 2.19.1]
+│   │   │   ├── jsonschema [required: >=2.6, installed: 4.22.0]
+│   │   │   │   ├── attrs [required: >=22.2.0, installed: 23.2.0]
+│   │   │   │   ├── jsonschema-specifications [required: >=2023.03.6, installed: 2023.12.1]
+│   │   │   │   │   └── referencing [required: >=0.31.0, installed: 0.35.1]
+│   │   │   │   │       ├── attrs [required: >=22.2.0, installed: 23.2.0]
+│   │   │   │   │       └── rpds-py [required: >=0.7.0, installed: 0.18.1]
+│   │   │   │   ├── referencing [required: >=0.28.4, installed: 0.35.1]
+│   │   │   │   │   ├── attrs [required: >=22.2.0, installed: 23.2.0]
+│   │   │   │   │   └── rpds-py [required: >=0.7.0, installed: 0.18.1]
+│   │   │   │   └── rpds-py [required: >=0.7.1, installed: 0.18.1]
+│   │   │   ├── jupyter_core [required: >=4.12,!=5.0.*, installed: 5.7.2]
+│   │   │   │   ├── platformdirs [required: >=2.5, installed: 4.2.2]
+│   │   │   │   └── traitlets [required: >=5.3, installed: 5.14.3]
+│   │   │   └── traitlets [required: >=5.1, installed: 5.14.3]
+│   │   └── traitlets [required: >=5.4, installed: 5.14.3]
+│   ├── nbformat [required: >=5.7, installed: 5.10.4]
+│   │   ├── fastjsonschema [required: >=2.15, installed: 2.19.1]
+│   │   ├── jsonschema [required: >=2.6, installed: 4.22.0]
+│   │   │   ├── attrs [required: >=22.2.0, installed: 23.2.0]
+│   │   │   ├── jsonschema-specifications [required: >=2023.03.6, installed: 2023.12.1]
+│   │   │   │   └── referencing [required: >=0.31.0, installed: 0.35.1]
+│   │   │   │       ├── attrs [required: >=22.2.0, installed: 23.2.0]
+│   │   │   │       └── rpds-py [required: >=0.7.0, installed: 0.18.1]
+│   │   │   ├── referencing [required: >=0.28.4, installed: 0.35.1]
+│   │   │   │   ├── attrs [required: >=22.2.0, installed: 23.2.0]
+│   │   │   │   └── rpds-py [required: >=0.7.0, installed: 0.18.1]
+│   │   │   └── rpds-py [required: >=0.7.1, installed: 0.18.1]
+│   │   ├── jupyter_core [required: >=4.12,!=5.0.*, installed: 5.7.2]
+│   │   │   ├── platformdirs [required: >=2.5, installed: 4.2.2]
+│   │   │   └── traitlets [required: >=5.3, installed: 5.14.3]
+│   │   └── traitlets [required: >=5.1, installed: 5.14.3]
+│   ├── packaging [required: Any, installed: 23.2]
+│   ├── pandocfilters [required: >=1.4.1, installed: 1.5.1]
+│   ├── Pygments [required: >=2.4.1, installed: 2.18.0]
+│   ├── tinycss2 [required: Any, installed: 1.3.0]
+│   │   └── webencodings [required: >=0.4, installed: 0.5.1]
+│   └── traitlets [required: >=5.1, installed: 5.14.3]
+└── yarg [required: ==0.1.9, installed: 0.1.9]
+    └── requests [required: Any, installed: 2.32.3]
+        ├── certifi [required: >=2017.4.17, installed: 2024.6.2]
+        ├── charset-normalizer [required: >=2,<4, installed: 3.3.2]
+        ├── idna [required: >=2.5,<4, installed: 3.7]
+        └── urllib3 [required: >=1.21.1,<3, installed: 2.2.1]
+python-ulid==2.6.0
+redis==5.0.6
+ulid==1.1
+upstash-redis==1.1.0
+├── aiohttp [required: >=3.8.4,<4.0.0, installed: 3.9.5]
+│   ├── aiosignal [required: >=1.1.2, installed: 1.3.1]
+│   │   └── frozenlist [required: >=1.1.0, installed: 1.4.1]
+│   ├── attrs [required: >=17.3.0, installed: 23.2.0]
+│   ├── frozenlist [required: >=1.1.1, installed: 1.4.1]
+│   ├── multidict [required: >=4.5,<7.0, installed: 6.0.5]
+│   └── yarl [required: >=1.0,<2.0, installed: 1.9.4]
+│       ├── idna [required: >=2.0, installed: 3.7]
+│       └── multidict [required: >=4.0, installed: 6.0.5]
+└── requests [required: >=2.31.0,<3.0.0, installed: 2.32.3]
+    ├── certifi [required: >=2017.4.17, installed: 2024.6.2]
+    ├── charset-normalizer [required: >=2,<4, installed: 3.3.2]
+    ├── idna [required: >=2.5,<4, installed: 3.7]
+    └── urllib3 [required: >=1.21.1,<3, installed: 2.2.1]
+web3==6.19.0
+├── aiohttp [required: >=3.7.4.post0, installed: 3.9.5]
+│   ├── aiosignal [required: >=1.1.2, installed: 1.3.1]
+│   │   └── frozenlist [required: >=1.1.0, installed: 1.4.1]
+│   ├── attrs [required: >=17.3.0, installed: 23.2.0]
+│   ├── frozenlist [required: >=1.1.1, installed: 1.4.1]
+│   ├── multidict [required: >=4.5,<7.0, installed: 6.0.5]
+│   └── yarl [required: >=1.0,<2.0, installed: 1.9.4]
+│       ├── idna [required: >=2.0, installed: 3.7]
+│       └── multidict [required: >=4.0, installed: 6.0.5]
+├── eth_abi [required: >=4.0.0, installed: 5.1.0]
+│   ├── eth-typing [required: >=3.0.0, installed: 4.3.1]
+│   │   └── typing_extensions [required: >=4.5.0, installed: 4.12.2]
+│   ├── eth-utils [required: >=2.0.0, installed: 4.1.1]
+│   │   ├── cytoolz [required: >=0.10.1, installed: 0.12.3]
+│   │   │   └── toolz [required: >=0.8.0, installed: 0.12.1]
+│   │   ├── eth-hash [required: >=0.3.1, installed: 0.7.0]
+│   │   └── eth-typing [required: >=3.0.0, installed: 4.3.1]
+│   │       └── typing_extensions [required: >=4.5.0, installed: 4.12.2]
+│   └── parsimonious [required: >=0.10.0,<0.11.0, installed: 0.10.0]
+│       └── regex [required: >=2022.3.15, installed: 2024.5.15]
+├── eth-account [required: >=0.8.0,<0.13, installed: 0.11.2]
+│   ├── bitarray [required: >=2.4.0, installed: 2.9.2]
+│   ├── ckzg [required: >=0.4.3, installed: 1.0.2]
+│   ├── eth_abi [required: >=4.0.0-b.2, installed: 5.1.0]
+│   │   ├── eth-typing [required: >=3.0.0, installed: 4.3.1]
+│   │   │   └── typing_extensions [required: >=4.5.0, installed: 4.12.2]
+│   │   ├── eth-utils [required: >=2.0.0, installed: 4.1.1]
+│   │   │   ├── cytoolz [required: >=0.10.1, installed: 0.12.3]
+│   │   │   │   └── toolz [required: >=0.8.0, installed: 0.12.1]
+│   │   │   ├── eth-hash [required: >=0.3.1, installed: 0.7.0]
+│   │   │   └── eth-typing [required: >=3.0.0, installed: 4.3.1]
+│   │   │       └── typing_extensions [required: >=4.5.0, installed: 4.12.2]
+│   │   └── parsimonious [required: >=0.10.0,<0.11.0, installed: 0.10.0]
+│   │       └── regex [required: >=2022.3.15, installed: 2024.5.15]
+│   ├── eth-keyfile [required: >=0.6.0, installed: 0.8.1]
+│   │   ├── eth-keys [required: >=0.4.0, installed: 0.5.1]
+│   │   │   ├── eth-typing [required: >=3, installed: 4.3.1]
+│   │   │   │   └── typing_extensions [required: >=4.5.0, installed: 4.12.2]
+│   │   │   └── eth-utils [required: >=2, installed: 4.1.1]
+│   │   │       ├── cytoolz [required: >=0.10.1, installed: 0.12.3]
+│   │   │       │   └── toolz [required: >=0.8.0, installed: 0.12.1]
+│   │   │       ├── eth-hash [required: >=0.3.1, installed: 0.7.0]
+│   │   │       └── eth-typing [required: >=3.0.0, installed: 4.3.1]
+│   │   │           └── typing_extensions [required: >=4.5.0, installed: 4.12.2]
+│   │   ├── eth-utils [required: >=2, installed: 4.1.1]
+│   │   │   ├── cytoolz [required: >=0.10.1, installed: 0.12.3]
+│   │   │   │   └── toolz [required: >=0.8.0, installed: 0.12.1]
+│   │   │   ├── eth-hash [required: >=0.3.1, installed: 0.7.0]
+│   │   │   └── eth-typing [required: >=3.0.0, installed: 4.3.1]
+│   │   │       └── typing_extensions [required: >=4.5.0, installed: 4.12.2]
+│   │   └── pycryptodome [required: >=3.6.6,<4, installed: 3.20.0]
+│   ├── eth-keys [required: >=0.4.0, installed: 0.5.1]
+│   │   ├── eth-typing [required: >=3, installed: 4.3.1]
+│   │   │   └── typing_extensions [required: >=4.5.0, installed: 4.12.2]
+│   │   └── eth-utils [required: >=2, installed: 4.1.1]
+│   │       ├── cytoolz [required: >=0.10.1, installed: 0.12.3]
+│   │       │   └── toolz [required: >=0.8.0, installed: 0.12.1]
+│   │       ├── eth-hash [required: >=0.3.1, installed: 0.7.0]
+│   │       └── eth-typing [required: >=3.0.0, installed: 4.3.1]
+│   │           └── typing_extensions [required: >=4.5.0, installed: 4.12.2]
+│   ├── eth-rlp [required: >=0.3.0, installed: 1.0.1]
+│   │   ├── eth-utils [required: >=2.0.0, installed: 4.1.1]
+│   │   │   ├── cytoolz [required: >=0.10.1, installed: 0.12.3]
+│   │   │   │   └── toolz [required: >=0.8.0, installed: 0.12.1]
+│   │   │   ├── eth-hash [required: >=0.3.1, installed: 0.7.0]
+│   │   │   └── eth-typing [required: >=3.0.0, installed: 4.3.1]
+│   │   │       └── typing_extensions [required: >=4.5.0, installed: 4.12.2]
+│   │   ├── hexbytes [required: >=0.1.0,<1, installed: 0.3.1]
+│   │   └── rlp [required: >=0.6.0, installed: 4.0.1]
+│   │       └─��� eth-utils [required: >=2, installed: 4.1.1]
+│   │           ├── cytoolz [required: >=0.10.1, installed: 0.12.3]
+│   │           │   └── toolz [required: >=0.8.0, installed: 0.12.1]
+│   │           ├── eth-hash [required: >=0.3.1, installed: 0.7.0]
+│   │           └── eth-typing [required: >=3.0.0, installed: 4.3.1]
+│   │               └── typing_extensions [required: >=4.5.0, installed: 4.12.2]
+│   ├── eth-utils [required: >=2.0.0, installed: 4.1.1]
+│   │   ├── cytoolz [required: >=0.10.1, installed: 0.12.3]
+│   │   │   └── toolz [required: >=0.8.0, installed: 0.12.1]
+│   │   ├── eth-hash [required: >=0.3.1, installed: 0.7.0]
+│   │   └── eth-typing [required: >=3.0.0, installed: 4.3.1]
+│   │       └── typing_extensions [required: >=4.5.0, installed: 4.12.2]
+│   ├── hexbytes [required: >=0.1.0,<0.4.0, installed: 0.3.1]
+│   └── rlp [required: >=1.0.0, installed: 4.0.1]
+│       └── eth-utils [required: >=2, installed: 4.1.1]
+│           ├── cytoolz [required: >=0.10.1, installed: 0.12.3]
+│           │   └── toolz [required: >=0.8.0, installed: 0.12.1]
+│           ├── eth-hash [required: >=0.3.1, installed: 0.7.0]
+│           └── eth-typing [required: >=3.0.0, installed: 4.3.1]
+│               └── typing_extensions [required: >=4.5.0, installed: 4.12.2]
+├── eth-hash [required: >=0.5.1, installed: 0.7.0]
+├── eth-typing [required: >=3.0.0,!=4.2.0, installed: 4.3.1]
+│   └── typing_extensions [required: >=4.5.0, installed: 4.12.2]
+├── eth-utils [required: >=2.1.0, installed: 4.1.1]
+│   ├── cytoolz [required: >=0.10.1, installed: 0.12.3]
+│   │   └── toolz [required: >=0.8.0, installed: 0.12.1]
+│   ├── eth-hash [required: >=0.3.1, installed: 0.7.0]
+│   └── eth-typing [required: >=3.0.0, installed: 4.3.1]
+│       └── typing_extensions [required: >=4.5.0, installed: 4.12.2]
+├── hexbytes [required: >=0.1.0,<0.4.0, installed: 0.3.1]
+├── jsonschema [required: >=4.0.0, installed: 4.22.0]
+│   ├── attrs [required: >=22.2.0, installed: 23.2.0]
+│   ├── jsonschema-specifications [required: >=2023.03.6, installed: 2023.12.1]
+│   │   └── referencing [required: >=0.31.0, installed: 0.35.1]
+│   │       ├── attrs [required: >=22.2.0, installed: 23.2.0]
+│   │       └── rpds-py [required: >=0.7.0, installed: 0.18.1]
+│   ├── referencing [required: >=0.28.4, installed: 0.35.1]
+│   │   ├── attrs [required: >=22.2.0, installed: 23.2.0]
+│   │   └── rpds-py [required: >=0.7.0, installed: 0.18.1]
+│   └── rpds-py [required: >=0.7.1, installed: 0.18.1]
+├── lru-dict [required: >=1.1.6,<1.3.0, installed: 1.2.0]
+├── protobuf [required: >=4.21.6, installed: 4.25.3]
+├── pyunormalize [required: >=15.0.0, installed: 15.1.0]
+├── requests [required: >=2.16.0, installed: 2.32.3]
+│   ├── certifi [required: >=2017.4.17, installed: 2024.6.2]
+│   ├── charset-normalizer [required: >=2,<4, installed: 3.3.2]
+│   ├── idna [required: >=2.5,<4, installed: 3.7]
+│   └── urllib3 [required: >=1.21.1,<3, installed: 2.2.1]
+├── typing_extensions [required: >=4.0.1, installed: 4.12.2]
+└── websockets [required: >=10.0.0, installed: 12.0]
+yfinance==0.2.40
+├── beautifulsoup4 [required: >=4.11.1, installed: 4.12.3]
+│   └── soupsieve [required: >1.2, installed: 2.5]
+├── frozendict [required: >=2.3.4, installed: 2.4.4]
+├── html5lib [required: >=1.1, installed: 1.1]
+│   ├── six [required: >=1.9, installed: 1.16.0]
+│   └── webencodings [required: Any, installed: 0.5.1]
+├── lxml [required: >=4.9.1, installed: 5.2.2]
+├── multitasking [required: >=0.0.7, installed: 0.0.11]
+├── numpy [required: >=1.16.5, installed: 1.26.4]
+├── pandas [required: >=1.3.0, installed: 2.2.2]
+│   ├── numpy [required: >=1.26.0, installed: 1.26.4]
+│   ├── python-dateutil [required: >=2.8.2, installed: 2.9.0.post0]
+│   │   └── six [required: >=1.5, installed: 1.16.0]
+│   ├── pytz [required: >=2020.1, installed: 2024.1]
+│   └── tzdata [required: >=2022.7, installed: 2024.1]
+├── peewee [required: >=3.16.2, installed: 3.17.5]
+├── platformdirs [required: >=2.0.0, installed: 4.2.2]
+├── pytz [required: >=2022.5, installed: 2024.1]
+└── requests [required: >=2.31, installed: 2.32.3]
+    ├── certifi [required: >=2017.4.17, installed: 2024.6.2]
+    ├── charset-normalizer [required: >=2,<4, installed: 3.3.2]
+    ├── idna [required: >=2.5,<4, installed: 3.7]
+    └── urllib3 [required: >=1.21.1,<3, installed: 2.2.1]

requirements.txt

@@ -1,10 +1,8 @@
-aiobotocore==2.13.0
 aiofiles==23.2.1
 aiohttp==3.9.5
 aioitertools==0.11.0
 aiosignal==1.3.1
 annotated-types==0.7.0
-anthropic==0.28.0
 anyio==3.7.1
 appdirs==1.4.4
 appnope==0.1.4
@@ -16,15 +14,16 @@ attrs==23.2.0
 backcall==0.2.0
 beautifulsoup4==4.12.3
 bidict==0.23.1
+bitarray==2.9.2
 bleach==6.1.0
-boto3==1.34.131
-botocore==1.34.131
 certifi==2024.6.2
 chainlit==1.1.300
 charset-normalizer==3.3.2
 chevron==0.14.0
+ckzg==1.0.2
 click==8.1.7
 coingecko==0.13
+cytoolz==0.12.3
 dataclasses-json==0.5.14
 decorator==5.1.1
 defusedxml==0.7.1
@@ -32,11 +31,18 @@ Deprecated==1.2.14
 distro==1.9.0
 docopt==0.6.2
 duckduckgo_search==6.1.6
+eth-account==0.11.2
+eth-hash==0.7.0
+eth-keyfile==0.8.1
+eth-keys==0.5.1
+eth-rlp==1.0.1
+eth-typing==4.3.1
+eth-utils==4.1.1
+eth_abi==5.1.0
 exceptiongroup==1.2.1
 executing==2.0.1
 fastapi==0.110.3
 fastjsonschema==2.19.1
-filelock==3.15.1
 filetype==1.2.0
 frozendict==2.4.4
 frozenlist==1.4.1
@@ -45,21 +51,19 @@ fs-s3fs==1.1.1
 fsspec==2024.6.0
 gitdb==4.0.11
 GitPython==3.1.43
-google_search_results==2.4.2
 googleapis-common-protos==1.63.1
 greenlet==3.0.3
 grpcio==1.64.1
 h11==0.14.0
+hexbytes==0.3.1
 html5lib==1.1
 httpcore==1.0.5
 httpx==0.27.0
-huggingface-hub==0.23.3
 idna==3.7
 importlib_metadata==7.1.0
 ipython==8.12.3
 jedi==0.19.1
 Jinja2==3.1.4
-jiter==0.4.2
 jmespath==1.0.1
 jsonpatch==1.33
 jsonpointer==3.0.0
@@ -69,17 +73,14 @@ jupyter_client==8.6.2
 jupyter_core==5.7.2
 jupyterlab_pygments==0.3.0
 langchain==0.2.4
-langchain-anthropic==0.1.15
 langchain-community==0.2.4
 langchain-core==0.2.6
-langchain-openai==0.1.8
 langchain-text-splitters==0.2.1
-langchainhub==0.1.20
-langgraph==0.0.68
 langsmith==0.1.77
 Lazify==0.4.0
 literalai==0.0.604
 logfire==0.42.0
+lru-dict==1.2.0
 lxml==5.2.2
 markdown-it-py==3.0.0
 MarkupSafe==2.1.5
@@ -94,7 +95,6 @@ nbclient==0.10.0
 nbconvert==7.16.4
 nbformat==5.10.4
 nest-asyncio==1.6.0
-numexpr==2.10.0
 numpy==1.26.4
 openai==1.34.0
 opentelemetry-api==1.25.0
@@ -117,6 +117,7 @@ orjson==3.10.5
 packaging==23.2
 pandas==2.2.2
 pandocfilters==1.5.1
+parsimonious==0.10.0
 parso==0.8.4
 peewee==3.17.5
 pexpect==4.9.0
@@ -133,12 +134,12 @@ psycopg==3.1.19
 psycopg2==2.9.9
 ptyprocess==0.7.0
 pure-eval==0.2.2
+pycryptodome==3.20.0
 pydantic==2.7.4
 pydantic-settings==2.3.3
 pydantic_core==2.18.4
 Pygments==2.18.0
 PyJWT==2.8.0
-pypeln==0.4.9
 pyreqwest_impersonate==0.4.7
 python-dateutil==2.9.0.post0
 python-dotenv==1.0.1
@@ -147,6 +148,7 @@ python-multipart==0.0.9
 python-socketio==5.11.2
 python-ulid==2.6.0
 pytz==2024.1
+pyunormalize==15.1.0
 PyYAML==6.0.1
 pyzmq==26.0.3
 redis==5.0.6
@@ -154,9 +156,11 @@ referencing==0.35.1
 regex==2024.5.15
 requests==2.32.3
 rich==13.7.1
+rlp==4.0.1
 rpds-py==0.18.1
 s3fs==2024.6.0
 s3transfer==0.10.1
+setuptools==70.0.0
 shellingham==1.5.4
 simple-websocket==1.0.0
 six==1.16.0
@@ -166,18 +170,15 @@ soupsieve==2.5
 SQLAlchemy==2.0.30
 stack-data==0.6.3
 starlette==0.37.2
-stopit==1.1.2
 syncer==2.0.3
 tenacity==8.3.0
-tiktoken==0.7.0
 tinycss2==1.3.0
-tokenizers==0.19.1
 tomli==2.0.1
+toolz==0.12.1
 tornado==6.4.1
 tqdm==4.66.4
 traitlets==5.14.3
 typer==0.12.3
-types-requests==2.32.0.20240602
 typing-inspect==0.9.0
 typing_extensions==4.12.2
 tzdata==2024.1
@@ -188,7 +189,9 @@ urllib3==2.2.1
 uvicorn==0.25.0
 watchfiles==0.20.0
 wcwidth==0.2.13
+web3==6.19.0
 webencodings==0.5.1
+websockets==12.0
 wrapt==1.16.0
 wsproto==1.2.0
 yarg==0.1.9

src/libs/helper_functions.py

@@ -1,9 +1,9 @@
-import os
-import re
-import uuid
-import hashlib
 from ulid import ULID
+from typing import Dict
+import os, re, uuid, hashlib
+from dotenv import load_dotenv
 
+load_dotenv()
 
 def chunk_data(data : list | dict, chunk_size: int):
     """
@@ -147,3 +147,17 @@ def store_json_data(data, output_file):
         print(f"Data successfully stored in {output_file}")
     except Exception as e:
         print(f"An error occurred: {e}")
+
+def get_headers() -> Dict[str, str]:
+    """
+    Returns the headers for the requests including the API key.
+    """
+    return {
+        '0x-api-key': f"{os.getenv('OX_API_KEY')}"
+    }
+
+def get_private_key() -> str:
+    """
+    Returns a private key.
+    """
+    return os.getenv('WALLET_PRIVATE_KEY')

src/libs/token_approval_helper.py

@@ -0,0 +1,61 @@
+import requests
+from web3 import Web3
+from typing import Dict, Any
+
+class TokenApprovalHelper:
+    def __init__(self, web3: Web3, private_key: str):
+        self.web3 = web3
+        self.private_key = private_key
+
+    def approve_token(self, erc20_contract_address: str, exchange_proxy_address: str, sell_amount: str, eth_address: str) -> Dict[str, Any]:
+        """
+        Approves the 0x Exchange Proxy contract to spend the specified amount of the ERC-20 token.
+
+        Args:
+        erc20_contract_address (str): The address of the ERC-20 token contract.
+        exchange_proxy_address (str): The address of the 0x Exchange Proxy contract.
+        sell_amount (str): The amount of the token to approve.
+        eth_address (str): Your Ethereum address.
+
+        Returns:
+        dict: The transaction receipt of the approval transaction.
+
+        Example:
+        >>> approve_token('0xTokenAddress', '0xProxyAddress', '1000000000000000000', '0xYourAddress')
+        """
+        erc20_abi = [
+            {
+                "constant": False,
+                "inputs": [
+                    {
+                        "name": "_spender",
+                        "type": "address"
+                    },
+                    {
+                        "name": "_value",
+                        "type": "uint256"
+                    }
+                ],
+                "name": "approve",
+                "outputs": [
+                    {
+                        "name": "",
+                        "type": "bool"
+                    }
+                ],
+                "type": "function"
+            }
+        ]
+        erc20_contract = self.web3.eth.contract(address=erc20_contract_address, abi=erc20_abi)
+        approve_tx = erc20_contract.functions.approve(
+            exchange_proxy_address,
+            int(sell_amount)
+        ).buildTransaction({
+            'from': eth_address,
+            'nonce': self.web3.eth.getTransactionCount(eth_address),
+            'gas': 100000,
+            'gasPrice': self.web3.toWei('20', 'gwei')
+        })
+        signed_approve_tx = self.web3.eth.account.signTransaction(approve_tx, private_key=self.private_key)
+        tx_hash = self.web3.eth.sendRawTransaction(signed_approve_tx.rawTransaction)
+        return self.web3.eth.waitForTransactionReceipt(tx_hash)

src/libs/web3.py

@@ -0,0 +1,8 @@
+import os
+from web3 import Web3
+from dotenv import load_dotenv
+
+load_dotenv()
+
+def get_web3_instance(rpc_ulr: str = os.getenv('INFURA_OR_ALCHEMY_URL')) -> Web3:
+    return Web3(Web3.HTTPProvider(rpc_ulr))

src/tools/crypto_swap_toolkit.py

@@ -0,0 +1,182 @@
+import json
+import requests
+from web3 import Web3
+from phi.tools import Toolkit
+from phi.utils.log import logger
+from src.libs.web3 import get_web3_instance
+from src.libs.helper_functions import get_headers, get_private_key
+from src.libs.token_approval_helper import TokenApprovalHelper
+
+class CryptoSwapTools(Toolkit):
+    def __init__(self, web3: Web3 = get_web3_instance()):
+        super().__init__(name="swap_tools")
+
+        # Store Web3 instance
+        self.web3 = web3
+
+        # Helper for token approval
+        self.token_approval_helper = TokenApprovalHelper(web3, get_private_key())
+
+        # Registering methods to make them accessible via the toolkit
+        self.register(self.get_swap_quote)
+        self.register(self.get_swap_price)
+        self.register(self.get_swap_sources)
+        self.register(self.execute_swap)
+
+    def get_swap_quote(self, buy_token: str, sell_token: str, sell_amount: str) -> str:
+        """
+        Fetches a swap quote from the 0x Swap API.
+
+        Args:
+        buy_token (str): The token to buy (e.g., 'DAI').
+        sell_token (str): The token to sell (e.g., 'ETH').
+        sell_amount (str): The amount of the sell token to swap, in the smallest unit (e.g., wei for ETH).
+
+        Returns:
+        dict: A dictionary containing the swap quote details.
+
+        Example:
+        >>> get_swap_quote('DAI', 'ETH', '1000000000000000000')
+        """
+        logger.info(f"Fetching swap quote: buying {buy_token} with {sell_token} amount {sell_amount}")
+        try:
+            params = {
+                'buyToken': buy_token,
+                'sellToken': sell_token,
+                'sellAmount': sell_amount
+            }
+            response = requests.get("https://api.0x.org/swap/v1/quote", params=params, headers=get_headers())
+            response.raise_for_status()
+            # return response.json()
+            return f"{(response.json())}"
+        except requests.exceptions.RequestException as e:
+            logger.warning(f"Failed to get swap quote: {e}")
+            # return {"error": str(e)}
+            return f"Error: {e}"
+
+    def get_swap_price(self, buy_token: str, sell_token: str, buy_amount: str) -> str:
+        """
+        Fetches the price for a swap from the 0x Swap API.
+
+        Args:
+        buy_token (str): The token to buy.
+        sell_token (str): The token to sell.
+        buy_amount (str): The amount of the buy token, in the smallest unit.
+
+        Returns:
+        dict: A dictionary containing the swap price details.
+
+        Example:
+        >>> get_swap_price('DAI', 'ETH', '1000000000000000000')
+        """
+        logger.info(f"Fetching swap price: buying {buy_token} with {sell_token} amount {buy_amount}")
+        try:
+            params = {
+                'buyToken': buy_token,
+                'sellToken': sell_token,
+                'buyAmount': buy_amount
+            }
+            response = requests.get("https://api.0x.org/swap/v1/price", params=params, headers=get_headers())
+            response.raise_for_status()
+            # return response.json()
+            return f"{(response.json())}"
+        except requests.exceptions.RequestException as e:
+            logger.warning(f"Failed to get swap price: {e}")
+            # return {"error": str(e)}
+            return f"Error: {e}"
+
+    def get_swap_sources(self) -> str:
+        """
+        Fetches the list of liquidity sources from the 0x Swap API.
+
+        Returns:
+        dict: A dictionary containing the list of liquidity sources.
+
+        Example:
+        >>> get_swap_sources()
+        """
+        logger.info("Fetching swap sources")
+        try:
+            response = requests.get("https://api.0x.org/swap/v1/sources", headers=get_headers())
+            response.raise_for_status()
+            # return response.json()
+            return f"{(response.json())}"
+        except requests.exceptions.RequestException as e:
+            logger.warning(f"Failed to get swap sources: {e}")
+            # return {"error": str(e)}
+            return f"Error: {e}"
+
+    def execute_swap(self, buy_token: str, sell_token: str, sell_amount: str, eth_address: str) -> str:
+        """
+        Executes a swap using the 0x Swap API.
+
+        Args:
+        buy_token (str): The token to buy (e.g., 'DAI').
+        sell_token (str): The token to sell (e.g., 'ETH').
+        sell_amount (str): The amount of the sell token to swap, in the smallest unit (e.g., wei for ETH).
+        eth_address (str): The Ethereum address of the user executing the swap.
+
+        Returns:
+        dict: The transaction receipt of the swap transaction.
+
+        Example:
+        >>> execute_swap('DAI', 'ETH', '1000000000000000000', '0xYourEthereumAddress')
+        """
+        # Get the swap quote
+        quote = json.loads(self.get_swap_quote(buy_token, sell_token, sell_amount))
+        logger.info(f"Swap quote: {quote}")
+
+        if 'error' in quote:
+            # return {"error": "Failed to get swap quote"}
+            return f"Error: Failed to get swap quote"
+
+        # Approve the token if needed (skip if selling ETH)
+        if sell_token != 'ETH':
+            approval_receipt = self.token_approval_helper.approve_token(sell_token, quote['allowanceTarget'],
+                                                                        sell_amount, eth_address)
+            logger.info(f"Approval receipt: {approval_receipt}")
+
+            if 'status' not in approval_receipt or approval_receipt['status'] != 1:
+                # return {"error": "Token approval failed"}
+                return f"Error: Token approval failed"
+
+        # Execute the swap
+        try:
+            swap_tx = {
+                'from': eth_address,
+                'to': quote['to'],
+                'data': quote['data'],
+                'value': int(quote['value']),
+                'gas': 200000,
+                'gasPrice': self.web3.to_wei('20', 'gwei'),
+                'nonce': self.web3.eth.get_transaction_count(eth_address)
+            }
+            signed_swap_tx = self.web3.eth.account.signTransaction(swap_tx, private_key=get_private_key())
+            tx_hash = self.web3.eth.send_raw_transaction(signed_swap_tx.rawTransaction)
+            receipt = self.web3.eth.wait_for_transaction_receipt(tx_hash)
+            logger.info(f"Swap transaction receipt: {receipt}")
+            # return receipt
+            return f"{(receipt)}"
+        except Exception as e:
+            logger.warning(f"Failed to execute swap: {e}")
+            # return {"error": str(e)}
+            return f"Error: {e}"
+
+
+# Example usage
+if __name__ == "__main__":
+    eth_address = '0xYourEthereumAddress'  # Replace with your Ethereum address
+
+    # Initialize Web3
+    web3 = Web3(Web3.HTTPProvider('YOUR_INFURA_OR_ALCHEMY_URL'))
+
+    # Initialize CryptoSwapTools
+    swap_tool = CryptoSwapTools(web3)
+
+    # Fetch and print swap sources
+    sources = swap_tool.get_swap_sources()
+    print(f"Swap Sources: {sources}")
+
+    # Execute a swap (example)
+    receipt = swap_tool.execute_swap('DAI', 'ETH', '1000000000000000000', eth_address)
+    print(f"Swap Transaction Receipt: {receipt}")