Upload 9 files

Hugchat x Metaphor/.idea/.gitignore

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+# Default ignored files
+/shelf/
+/workspace.xml

Hugchat x Metaphor/.idea/Hugchat x Metaphor.iml

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+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="jdk" jdkName="Desktop" jdkType="Python SDK" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+</module>

Hugchat x Metaphor/.idea/inspectionProfiles/Project_Default.xml

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+<component name="InspectionProjectProfileManager">
+  <profile version="1.0">
+    <option name="myName" value="Project Default" />
+    <inspection_tool class="PyPackageRequirementsInspection" enabled="true" level="WARNING" enabled_by_default="true">
+      <option name="ignoredPackages">
+        <value>
+          <list size="5">
+            <item index="0" class="java.lang.String" itemvalue="scikit_learn" />
+            <item index="1" class="java.lang.String" itemvalue="librosa" />
+            <item index="2" class="java.lang.String" itemvalue="accelerate" />
+            <item index="3" class="java.lang.String" itemvalue="datasets" />
+            <item index="4" class="java.lang.String" itemvalue="evaluate" />
+          </list>
+        </value>
+      </option>
+    </inspection_tool>
+    <inspection_tool class="PyPep8Inspection" enabled="true" level="WEAK WARNING" enabled_by_default="true">
+      <option name="ignoredErrors">
+        <list>
+          <option value="E265" />
+        </list>
+      </option>
+    </inspection_tool>
+    <inspection_tool class="PyPep8NamingInspection" enabled="true" level="WEAK WARNING" enabled_by_default="true">
+      <option name="ignoredErrors">
+        <list>
+          <option value="N802" />
+        </list>
+      </option>
+    </inspection_tool>
+    <inspection_tool class="PyUnresolvedReferencesInspection" enabled="true" level="WARNING" enabled_by_default="true">
+      <option name="ignoredIdentifiers">
+        <list>
+          <option value="object.__getitem__" />
+          <option value="streamlit.timeline" />
+        </list>
+      </option>
+    </inspection_tool>
+  </profile>
+</component>

Hugchat x Metaphor/.idea/inspectionProfiles/profiles_settings.xml

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+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>

Hugchat x Metaphor/.idea/misc.xml

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+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectRootManager" version="2" project-jdk-name="Desktop" project-jdk-type="Python SDK" />
+</project>

Hugchat x Metaphor/.idea/modules.xml

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+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/Hugchat x Metaphor.iml" filepath="$PROJECT_DIR$/.idea/Hugchat x Metaphor.iml" />
+    </modules>
+  </component>
+</project>

Hugchat x Metaphor/.idea/workspace.xml

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+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="AutoImportSettings">
+    <option name="autoReloadType" value="SELECTIVE" />
+  </component>
+  <component name="ChangeListManager">
+    <list default="true" id="6a6530b3-ef96-42ef-bc83-7365afb9f765" name="Changes" comment="" />
+    <option name="SHOW_DIALOG" value="false" />
+    <option name="HIGHLIGHT_CONFLICTS" value="true" />
+    <option name="HIGHLIGHT_NON_ACTIVE_CHANGELIST" value="false" />
+    <option name="LAST_RESOLUTION" value="IGNORE" />
+  </component>
+  <component name="MarkdownSettingsMigration">
+    <option name="stateVersion" value="1" />
+  </component>
+  <component name="ProjectId" id="2W85JnaY0yX2mQLKtwp452a6J5L" />
+  <component name="ProjectViewState">
+    <option name="hideEmptyMiddlePackages" value="true" />
+    <option name="showLibraryContents" value="true" />
+  </component>
+  <component name="PropertiesComponent"><![CDATA[{
+  "keyToString": {
+    "RunOnceActivity.OpenProjectViewOnStart": "true",
+    "RunOnceActivity.ShowReadmeOnStart": "true"
+  }
+}]]></component>
+  <component name="RunManager">
+    <configuration name="main" type="PythonConfigurationType" factoryName="Python" nameIsGenerated="true">
+      <module name="Hugchat x Metaphor" />
+      <option name="INTERPRETER_OPTIONS" value="" />
+      <option name="PARENT_ENVS" value="true" />
+      <envs>
+        <env name="PYTHONUNBUFFERED" value="1" />
+      </envs>
+      <option name="SDK_HOME" value="" />
+      <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$" />
+      <option name="IS_MODULE_SDK" value="true" />
+      <option name="ADD_CONTENT_ROOTS" value="true" />
+      <option name="ADD_SOURCE_ROOTS" value="true" />
+      <option name="SCRIPT_NAME" value="$PROJECT_DIR$/main.py" />
+      <option name="PARAMETERS" value="" />
+      <option name="SHOW_COMMAND_LINE" value="false" />
+      <option name="EMULATE_TERMINAL" value="false" />
+      <option name="MODULE_MODE" value="false" />
+      <option name="REDIRECT_INPUT" value="false" />
+      <option name="INPUT_FILE" value="" />
+      <method v="2" />
+    </configuration>
+  </component>
+  <component name="SpellCheckerSettings" RuntimeDictionaries="0" Folders="0" CustomDictionaries="0" DefaultDictionary="application-level" UseSingleDictionary="true" transferred="true" />
+  <component name="TaskManager">
+    <task active="true" id="Default" summary="Default task">
+      <changelist id="6a6530b3-ef96-42ef-bc83-7365afb9f765" name="Changes" comment="" />
+      <created>1696101297829</created>
+      <option name="number" value="Default" />
+      <option name="presentableId" value="Default" />
+      <updated>1696101297829</updated>
+    </task>
+    <servers />
+  </component>
+</project>

Hugchat x Metaphor/.streamlit/secrets.toml

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+[theme]
+primaryColor="#60b4ff"
+backgroundColor="#FFFFFF"
+secondaryBackgroundColor="#F0F2F6"
+textColor="#262730"
+font="sans serif"
+
+[server]
+enableStaticServing = true

Hugchat x Metaphor/main.py

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+import streamlit as st
+from hugchat import hugchat
+from hugchat.login import Login
+from metaphor_python import Metaphor
+
+
+# App title
+st.set_page_config(page_title="HugChat with Metaphor")
+
+# Define Metaphor API key
+METAPHOR_API_KEY = "1cd6d71b-e530-4ea3-bb18-e9599e641f66"  # Replace with your Metaphor API key
+with st.sidebar:
+    st.title('🤗💬 HugChat x Metaphor')
+    if ('EMAIL' in st.secrets) and ('PASS' in st.secrets):
+        st.success('HuggingFace Login credentials already provided!', icon='✅')
+        hf_email = st.secrets['EMAIL']
+        hf_pass = st.secrets['PASS']
+    else:
+        hf_email = st.text_input('Enter E-mail:', type='password')
+        hf_pass = st.text_input('Enter password:', type='password')
+        if not (hf_email and hf_pass):
+            st.warning('Please enter your credentials!', icon='⚠️')
+        else:
+            st.success('Proceed to entering your prompt message!', icon='👉')
+
+# Create Metaphor client
+metaphor = Metaphor(METAPHOR_API_KEY)
+
+# Store LLM generated responses
+if "messages" not in st.session_state:
+    st.session_state.messages = [{"role": "assistant", "content": "Heya Metaphor bot this side, how may i assist ?"}]
+
+# Display or clear chat messages
+for message in st.session_state.messages:
+    with st.chat_message(message["role"]):
+        st.write(message["content"])
+
+def clear_chat_history():
+    st.session_state.messages = [{"role": "assistant", "content": "Heya Metaphor bot this side, how may i assist?"}]
+st.sidebar.button('Clear Chat History', on_click=clear_chat_history)
+
+# Function for generating LLM response
+def generate_response(prompt_input, email, passwd):
+    # Hugging Face Login
+    sign = Login(email, passwd)
+    cookies = sign.login()
+
+    # Create ChatBot
+    chatbot = hugchat.ChatBot(cookies=cookies.get_dict())
+
+    # Check if the user's input is a specific question
+    if prompt_input.strip().lower() in ["who are you?", "who made you?"]:
+        response = "I am an AI LLama Hugchat of Huggingface  which is integrated with Metaphor in the backend."
+    else:
+        # Fetch Metaphor search results
+        search_options = {
+            "query": prompt_input,
+            "num_results": 5  # You can adjust the number of results as needed
+        }
+        try:
+            search_response = metaphor.search(**search_options)
+
+            # Extract links and summaries from the Metaphor search results
+            links_and_summaries = [
+                f"Title: {result.title}\nURL: {result.url}\nSummary: {result.extract}\n---"
+                for result in search_response.results
+            ]
+
+            # Combine the user's query and Metaphor output with the previous conversation
+            string_dialogue = "You are a helpful assistant."
+            for dict_message in st.session_state.messages:
+                if dict_message["role"] == "user":
+                    string_dialogue += "User: " + dict_message["content"] + "\n\n"
+                else:
+                    string_dialogue += "Assistant: " + dict_message["content"] + "\n\n"
+
+            prompt = f"{string_dialogue}\n{prompt_input}\n{''.join(links_and_summaries)}\n Assistant: "
+            response = chatbot.chat(prompt)
+        except Exception as e:
+            response = str(e)
+
+    return response
+# User-provided prompt
+if prompt := st.chat_input(disabled=not (hf_email and hf_pass)):
+    st.session_state.messages.append({"role": "user", "content": prompt})
+    with st.chat_message("user"):
+        st.write(prompt)
+
+    # Generate a new response if the last message is not from the assistant
+    if st.session_state.messages[-1]["role"] != "assistant":
+        with st.chat_message("assistant"):
+            with st.spinner("Thinking..."):
+                response = generate_response(prompt, hf_email, hf_pass)
+                st.write(response)
+
+        message = {"role": "assistant", "content": response}
+        st.session_state.messages.append(message)