Roadmap

Documentation Index

Fetch the complete documentation index at: https://docs.vectorboard.ai/llms.txt

Use this file to discover all available pages before exploring further.

We’re not just coding here; we’re crafting the future of RAG and LLM optimization! 🚀 Here’s a sneak peek at what’s cooking:

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Currently in the Works

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🛠 More Types of Search

We get it; life’s too short for manual hyperparameter tuning. That’s why we’re ramping up to support even more search types.

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🌈 Diverse Chains Support

LLMChain and custom chains are in our pipeline. Because, hey, variety is the spice of life!

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🛠 Eval Tools and Metrics

We’re on it! Expect robust evaluation tools to quantify your success.

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🌌 See Your Data Differently

We’re spicing up our visualization tools to give you an X-ray vision into your embedding spaces.

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Future Plans

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🌀 Async Experiments

Because your time is precious. Run Experiments() in parallel and get your results, like, yesterday.

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💻 Going Beyond Python

Heads up, JS and TS enthusiasts! We’re extending our magic to other languages.

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🔍 Perfecting the Recall

Improving embedding quality via fine-tuning and human feedback. Because good enough is just not in our vocabulary.

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📦 Share, Don’t Hoard

Easier data sharing’s on the horizon with new serialization formats for embedding collections.

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📚 Community Corner

Got an awesome feature idea? Or want to contribute? Our Discord community is the place to be! Stay tuned, more awesomeness coming your way! 🌟