Semantic Kernel 通过 Connectors 和 Plugins 将 LLM 的强大能力和真实业务连接起来，来自动化业务流程并...
🔎 Semantic code search 💬 GPT-like chat with your codebase ⚙️ Synchronize vector store and latest code changes with ease 💻 100% local embeddings and llms sentence-transformers, instructor-embeddings, llama.cpp, Ollama 🌐 OpenAI, Azure OpenAI and Anthropic 🌳 Treesitter integrati...
search using methods like similarity search or maximum marginal reference search which we have here and this would return the relevant slice of data which in our case would be an entire paragraph but we could continue to harness the power of the llm to contextually compress the response so ...
nlp semantic chatbot nlu artificial-intelligence chatbot-framework rag llm chatgpt Updated Oct 14, 2024 C# openrecall / openrecall Star 1.8k Code Issues Pull requests Discussions OpenRecall is a fully open-source, privacy-first alternative to proprietary solutions like Microsoft's Windows Recall...
In Jupyter, choosesemantic-search-with-amazon-opensearch, thenblog, then theLLM-Based-Agentfolder. Open the notebookGenerative AIwithLLM based autonomous agents augmentedwithstructuredandunstructured data.ipynb. Follow the instructions in the notebook and run the code sequenti...
Python Source Code:semantic-kernel/python at main · microsoft/semantic-kernel Python Samples:semantic-kernel/python/samples at main · microsoft/semantic-kernel Java Source Code:microsoft/semantic-kernel-java: Semantic Kernel for Java. Integrate cutting-edge LLM technology quickly and easily into your...
search techniques but is also seeing an explosion of excitement because of its relevance to augment the capabilities of large language models (LLMs) by providing ground truth outside of what the LLMs “know.” In search use cases, this allows you to find relevant results even when the exact...
As mentioned, the RAG applications require a smart search tool that is able to retrieve additional information based on the user input, which allows the LLMs to produce more accurate and up-to-date answers. At first, the focus was mostly on retrieving information from unstructured text using ...
A key component of leveraging machine learning large languages models (LLM) for natural language processing (NLP) in applications for chat search like ChatGPT, ranking and recommendation engines, anomaly detection, and semantic search is the ability to leverage massive amounts of unstructured data for...
{o.Retry.ShouldHandle =args=>ValueTask.FromResult(args.Outcome.Result?.StatusCode is HttpStatusCode.Unauthorized);});});builder.Services.AddOpenAIChatCompletion("gpt-4","BAD_KEY");// OpenAI settings - you can set the OpenAI.ApiKey to an invalid value to see the retry policy in playKernel...