updated chroma vectorstre

app.py

@@ -33,7 +33,8 @@ qa = RetrievalQAWithSourcesChain.from_chain_type(
             llm=llm,
             chain_type="stuff",
             retriever=vectorstore.as_retriever(),
-            return_source_documents=True
+            return_source_documents=True, 
+            max_tokens_limit=4000
         )
 
 # Define tools
@@ -57,6 +58,8 @@ tools = [
 # Create Buffer Memory
 memory = ConversationBufferMemory(memory_key="chat_history", input_key='input', output_key="output", return_messages=True)
 
+#memory = ConversationSummaryBufferMemory(llm=llm, memory_key="chat_history", input_key='input', output_key="output", return_messages=True)
+
 # Initialize Re-Act agent and create Agent Executor Chain
 react = initialize_agent(tools, llm, agent=AgentType.CHAT_CONVERSATIONAL_REACT_DESCRIPTION, verbose=True, max_iterations=3, early_stopping_method='generate',  memory=memory)
 

chroma/chroma-collections.parquet

@@ -1,3 +1,3 @@
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+oid sha256:0de52fe208430b930b22cbeaebe00b673264a664d606f554997ff5c25a4d129a
 size 557

chroma/chroma-embeddings.parquet

@@ -1,3 +1,3 @@
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-size 65714288
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+size 78952681

chroma/index/{id_to_uuid_320cffca-6981-46c3-b703-72c0d4684e89.pkl → id_to_uuid_f5608a82-d6f9-4213-a954-a3bf82d612d0.pkl}

@@ -1,3 +1,3 @@
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+size 204443

chroma/index/{index_320cffca-6981-46c3-b703-72c0d4684e89.bin → index_f5608a82-d6f9-4213-a954-a3bf82d612d0.bin}

@@ -1,3 +1,3 @@
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-size 32942120
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+size 39612568

chroma/index/{index_metadata_320cffca-6981-46c3-b703-72c0d4684e89.pkl → index_metadata_f5608a82-d6f9-4213-a954-a3bf82d612d0.pkl}

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 size 105

chroma/index/{uuid_to_id_320cffca-6981-46c3-b703-72c0d4684e89.pkl → uuid_to_id_f5608a82-d6f9-4213-a954-a3bf82d612d0.pkl}

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+size 239010