GenAIScript

Scripting environment with convenient tooling for file ingestion, prompt development and structured data extraction. [](https://microsoft.github.io/genaiscript/images/visual-studio-code.png) - 👀 **Read the documentation at https://microsoft.github.io/genaiscript/** - 💬 Join the [Discord server](https://discord.gg/y7HpumjHeB)Join the [Discord server](https://discord.gg/y7HpumjHeB) ## Features - 💵 Prompt programmatically using stylized [JavaScript](https://microsoft.github.io/genaiscript/genaiscript/reference/scripts/). ```js // define the context def("FILE", env.files, { endsWith: ".pdf" }) // define the data const schema = defSchema("DATA", { type: "array", items: { type: "string" } }) // define the task $`Analyze FILE and extract titles to JSON compliant with ${schema}.` ``` - ⚡️ Edit, [debug](https://microsoft.github.io/genaiscript/genaiscript/getting-started/debugging-scripts/), [run](https://microsoft.github.io/genaiscript/genaiscript/getting-started/running-scripts/) your scripts  - 📁 Scripts are [files](https://microsoft.github.io/genaiscript/reference/scripts/)! They can be versioned, shared, forked, ... - 📊 Define, validate, repair data using [schemas](https://microsoft.github.io/genaiscript/reference/scripts/schemas). Zod support builtin. ```js wrap const data = defSchema("MY_DATA", { type: "array", items: { ... }, }) $`Extract data from files using ${data} schema.` ``` - 📄 Ingest PDFs, DOCX, CSV, ... [PDFs](https://microsoft.github.io/genaiscript/reference/scripts/pdf), [DOCX](https://microsoft.github.io/genaiscript/reference/scripts/docx), [CSV](https://microsoft.github.io/genaiscript/reference/scripts/csv), ... ```js const { pages } = await parsers.PDF(env.files[0]) ``` - 🔍 [Vector search](https://microsoft.github.io/genaiscript/reference/scripts/vector-search/) ```js wrap // embedding vector index and search const files = await retrieval.vectorSearch("cats", env.files) ``` - 🚀 Automate using the [CLI](https://microsoft.github.io/genaiscript/reference/cli). ```bash frame="none" wrap npx --yes genaiscript run my-script "*.pdf" ``` - 👯 [compose prompts](https://microsoft.github.io/genaiscript/reference/scripts/inline-prompts/) within prompts ```js wrap // summarize each files individually for (const file of env.files) { const { text } = await runPrompt((_) => { _.def("FILE", file) _.$`Summarize the FILE.` }) // use result in main prompt _.def("SUMMARY", text) } // use summary $`Summarize all the summaries.` ``` ## Trademarks This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow [Microsoft's Trademark & Brand Guidelines](https://www.microsoft.com/en-us/legal/intellectualproperty/trademarks/usage/general). Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party's policies.