Itai Smith
@itaismith
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Joined August 2024
Join @jeffreyhuber and @dbreunig in a wide ranging conversation about context engineering and agents. https://t.co/zhi3lSuRu2
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Using open source Chroma in production? We want to send you some Chroma swag. https://t.co/iaAUxGIXR9
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Today, we’re launching: - Support for sparse vectors including BM25 and SPLADE - A new Search() API with support for hybrid search, including reciprocal rank fusion or your own custom weighting
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Introducing Chroma Package Search Enable your AI agents to search the source code of your package dependencies Includes 3 MCP tools: package_search_hybrid() package_search_grep() package_search_read_file() Add it to Cursor, Claude Code, VS Code, and Codex in 5 seconds
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A deep dive on wal3 - Chroma's open-source write-ahead log built on object storage. Featuring: - a 30-year-old lock-free algorithm - Amazon S3's newest conditional writes feature - a novel checksumming technique called setsum
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Every successful AI company you know is great at one thing 👉 context engineering. Great talk from @jeffreyhuber on the @latentspacepod who covers a wide range of context engineering topics: - context curation - retrieval, chunking, indexing - re-rankers - evals - memory
🆕 "RAG is Dead, Context Engineering is King" https://t.co/CUxBNvAuqi We asked @jeffreyhuber about the big @trychroma Cloud launch today, how Context Engineering is evolving, and why you should Look At Your Data (h/t @HamelHusain @jxnlco) full link to youtube pod below
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Introducing Chroma Cloud: an open-source serverless search database that is fast, cost-effective, scalable, and reliable.
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Collection forking is now available on Chroma Cloud! Call fork() on a collection to instantly get access to a fork, accruing storage costs only on new data, enabled by Chroma's object store backed storage engine. Use it for dataset versioning, checkpointing, or syncing coding
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Chroma Collections now support regex search. No extra tooling or configuration to set. Regex optimized indexes prevent full scans in most scenarios. Available now on Chroma Cloud, link below.
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Go behind the research with @kellyhongsn and @atroyn. Our latest technical report: "Context Rot" investigates how model performance grows increasingly unreliable as input length grows.
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Introducing our latest technical report: Context Rot - How Increasing Input Tokens Impacts LLM Performance Our results reveal that models do not use their context uniformly. full report in replies
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We can’t call it “engineering” if we can’t predict when it breaks. Context engineering turns vibes-based prompting into systems thinking. Chroma CTO, Hammad Bashir shares his thoughts on Context Engineering.
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