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Fine-tuning vs RAG: Teaching AI Models Effectively
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This could also explain why so many people instantly assume that "fine-tuning" a model is the obvious right way to teach it new information, as opposed to using more effective but less obvious techniques like RAG (not helped by that being a pretty terrible acronym)
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Code Interpreter Hidden Features Discrepancy Analysis
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Yeah I'm still suspicious about that, because there are features of code interpreter (like the ability to provide a link to download a file) that aren't mentioned in the system prompt for it
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Anthropic Launches New Tool-Calling Agent Type for Developers
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Anthropic Agents Last week, we added a new type of agent that uses tool calling for reliability. It's designed to work with a variety of models! Try it with @AnthropicAI
's SOTA Claude 3 for yourself: Python : https://
python.langchain.com/docs/modules/a
gents/agent_types/tool_calling/
…
JS : https://
js.langchain.com/docs/integrati
ons/chat/anthropic#agents
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Managing Python Wheel Dependencies: A Tedious Installation Challenge
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You can upload wheel package files to it and get it to install them for you, but if that wheel has a lot of dependencies you have to find and a upload all of them too which is pretty tedious
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JuliusAI Chat Interface with Code Interpreter Capabilities
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Looks like @juliusai is exactly that – a chat interface with Code Interpreter abilities and aleo able to pip install extra packages
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ChatGPT Code Interpreter Alternatives With Internet Access
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What are the best current alternatives to ChatGPT Code Interpreter? I want almost the exact same product but with the ability to access the internet to install additional packages or interact with APIs I'd prefer hosted, but still interested in hearing about good local options
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LangChain PostgreSQL Integration: Vectorstore, Chat History, Checkpoints
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Announcing a new `langchain-postgres` integration package, implementing: Vectorstore based on pgvector Chat Message History Checkpoint Saver for LangGraph Vector store docs: https://
python.langchain.com/docs/integrati
ons/vectorstores/pgvector/
… Chat message history docs: https://
github.com/langchain-ai/l
angchain-postgres/?tab=readme-ov-file#chatmessagehistory
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WebKit C++ Development Captivates Through Linked Blog Posts
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Having each significant change set linked by an interesting blog post and poof, I find myself getting lost for an hour reading WebKit C++ and loving it.
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Batch API discount: 50% off async model requests
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Batch API — 50% off for async requests to our models:
