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0 votes
0 answers
415 views

BM25Retriever + ChromaDB Hybrid Search Optimization using LangChain

For those who have integrated the ChromaDB client with the Langchain framework, I am proposing the following approach to implement the Hybrid search (Vector Search + BM25Retriever): from ...
Diallo Francis Patrick's user avatar
0 votes
0 answers
183 views

Building a RAG agent for a large scale project

I have recently created a chatbot using langchain, openAI (for embeddings + LLM) and Pinecone as my vectorDB (serverless). I have not used any advance RAG techniques as of now simple because I don't ...
Afaq Khan's user avatar
0 votes
1 answer
591 views

Connect Chainlit to existing ChromaDb

I am trying to create a RAG application using chainlit. This is the code, I got from an existing tutorial, which is working fine. Only problem that the user has to choose a pdf file every time. I want ...
raju's user avatar
  • 6,954
2 votes
0 answers
718 views

How to combine Parent Document Retriever with Self Query Retriever with Lang Chain framework

I have implemented a Self Query retriever (https://python.langchain.com/docs/modules/data_connection/retrievers/self_query) for my RAG model, and it works fine. I can retrieve specific chunks of ...
Andrea Neri's user avatar
1 vote
3 answers
7k views

Langchain RetrievalQA: Missing some input keys

I have created a RetrievalQA Chain, but facing an issue. When calling the Chain, I get the following error: ValueError: Missing some input keys: {'query', 'typescript_string'} My code looks as ...
Maxl Gemeinderat's user avatar