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Update README.md (#1171)
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> [!IMPORTANT]
> Update image path, VSCode extension link, and rephrase benchmark
information in `README.md`.
> 
>   - **Image Path**:
> - Update image path from `docs/assets/baml-lamb-white.png` to
`fern/assets/baml-lamb-white.png`.
>   - **VSCode Extension**:
>     - Update VSCode extension link to `Boundary.baml-extension`.
>   - **Benchmark Information**:
> - Rephrase sentence about BAML's performance using the Berkeley
Function Calling Benchmark for clarity.
> 
> <sup>This description was created by </sup>[<img alt="Ellipsis"
src="https://img.shields.io/badge/Ellipsis-blue?color=175173">](https://www.ellipsis.dev?ref=BoundaryML%2Fbaml&utm_source=github&utm_medium=referral)<sup>
for cd1f2d8. It will automatically
update as commits are pushed.</sup>

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aaronvg authored Nov 15, 2024
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<a href="https://boundaryml.com?utm_source=github" target="_blank" rel="noopener noreferrer">
<picture>
<source media="(prefers-color-scheme: dark)" srcset="docs/assets/baml-lamb-white.png">
<img src="docs/assets/baml-lamb-white.png" height="64" id="top">
<img src="fern/assets/baml-lamb-white.png" height="64" id="top">
</picture>

</a>
Expand All @@ -14,7 +14,7 @@ An LLM function is a prompt template with some defined input variables, and a sp

BAML LLM functions plug into python, TS, and other languages, which makes it easy to focus more on engineering and less on prompting.

BAML outperforms all other current methods of obtaining structured data, even when using it with GPT3.5. It also outperforms models fine-tuned for tool-use. See the [Berkeley Function Calling Benchmark](https://gorilla.cs.berkeley.edu/leaderboard.html) results. [Read more on our Schema-Aligned Parser](https://www.boundaryml.com/blog/schema-aligned-parsing).
BAML outperforms all other current methods of obtaining structured data, even when using it with GPT3.5. It also outperforms models fine-tuned for tool-use using the [Berkeley Function Calling Benchmark](https://gorilla.cs.berkeley.edu/leaderboard.html). See our [interactive results](https://www.boundaryml.com/blog/sota-function-calling?q=0). [Read more on our Schema-Aligned Parser](https://www.boundaryml.com/blog/schema-aligned-parsing).

<img src="docs/assets/bfcl-baml-latest.png" width="80%" alt="Boundary Studio">

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| | Capabilities |
| ----------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------- |
| VSCode Extension [install](https://marketplace.visualstudio.com/items?itemName=gloo.baml) | Syntax highlighting for BAML files<br /> Real-time prompt preview <br /> Testing UI |
| VSCode Extension [install](https://marketplace.visualstudio.com/items?itemName=Boundary.baml-extension) | Syntax highlighting for BAML files<br /> Real-time prompt preview <br /> Testing UI |
| Boundary Studio [open](https://app.boundaryml.com)<br />(not open source) | Type-safe observability <br />Labeling |

</p>
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