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Implement a document base retrieval chian using Reranking Integration with Weaviate
I'm seeking a developer with experience in Langchain and LLM integration to enhance my Weaviate database retrieval process. My existing database is already set up with a defined schema. Key Tasks: - Configure a retrieval chain using Langchain and OpenAI's GPT-4 to rerank retrieved chunks based on their relevance to a predefined query format. - Implement a document grouping system that clusters chunks according to their source document, identifying the top-k most pertinent documents. - Develop a final aggregation process that compiles all chunks from these top documents to generate a comprehensive answer. Ideal Skills: - Proven experience with Langchain and OpenAI's GPT-3. - Familiarity with Weaviate databases and schema. - Strong ability in document grouping and retrieval ...