Search for samples/tools to boost performance of orchestration framework

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LangChain Tools:

• DuckDuckGo Search - Integrate browsing capability into an LLM, so that we can get a coherent response in natural language, instead of retrieving just the raw piece of information
• Text Splitters - Split texts/documents up into small, semantically meaningful chunks
• Code Docs Search Tool - Powerful RAG (Retrieval-Augmented Generation) tool designed for semantic searches within code documentation
• File Read Tool - A suite of functionalities aimed at facilitating file reading and content retrieval. This suite includes tools for processing batch text files, reading runtime configuration files, and importing data for analytics

Model Tuning:

• Gradient - A developer API that allows us to customize open-source Large Language Models (LLMs). The models are currently only available via API (i.e. Gradient hosts the model)

Testing:

• LangSmith - Useful for monitoring input and output of LLM pipeline
• deepchecks - LLM evaluation software

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