fix typos

docs/docs_building.md

@@ -4,7 +4,7 @@ Building Docs with Sphinx
 This example shows a basic Sphinx docs project with Read the Docs. This project is using `sphinx` with `readthedocs`
 project template.
 
-Some useful links are given below to lear and contribute in the project.
+Some useful links are given below to learn and contribute to the project.
 
 📚 [docs/](https://www.sphinx-doc.org/en/master/usage/quickstart.html)<br>
 A basic Sphinx project lives in `docs/`, it was generated using Sphinx defaults. All the `*.rst` & `*.md` make up sections in the documentation. Both `.rst` and `.md` formats are supported in this project
@@ -52,7 +52,7 @@ Below is the rundown of documentation structure for `pandasai`, you need to know
 3. `docs/api_reference.rst` contains the API documentation created using `docstring`.  Run the `create_api_rst.py` to update the API reference file.
 4. Project is using standard Google Docstring Style.
 5. Rebuild the documentation locally to see that it works.
-6. Documentation are hosted on [Read the Docs tutorial](https://docs.readthedocs.io/en/stable/tutorial/)
+6. Documentation is hosted on [Read the Docs tutorial](https://docs.readthedocs.io/en/stable/tutorial/)
 
 
 Read the Docs tutorial

docs/open_models.md

@@ -117,13 +117,13 @@ That's it.
 Using Open Router models
 ==================
 
-In case you don't posses the hardware to run local LLM's yourself you can use the hosting on [Open Router](https://openrouter.ai) and pay as you go for the tokens.
+In case you don't possess the hardware to run local LLM's yourself you can use the hosting on [Open Router](https://openrouter.ai) and pay as you go for the tokens.
 
-To set it up you need to Sign In and load purchase 💰 the LLM credits. Pricing per token is different for (each model](https://openrouter.ai/models), but mostly cheaper then Open AI.
+To set it up you need to Sign In and load purchase 💰 the LLM credits. Pricing per token is different for (each model](https://openrouter.ai/models), but mostly cheaper than Open AI.
 
 Then create the API key.
 
-To for example use [Meta: Llama 3 8B Instruct (extended)](https://openrouter.ai/models/meta-llama/llama-3-8b-instruct:extended) with `gpte` we need to set:
+For example use [Meta: Llama 3 8B Instruct (extended)](https://openrouter.ai/models/meta-llama/llama-3-8b-instruct:extended) with `gpte` we need to set:
 
 ```bash
 export OPENAI_API_BASE="https://openrouter.ai/api/v1"

docs/quickstart.rst

@@ -11,7 +11,7 @@ To install LangChain run:
 
     $ python -m pip install gpt-engineer
 
-For more details, see our [Installation guide](/instllation.html).
+For more details, see our [Installation guide](/installation.html).
 
 Setup API Key
 =============