[DATALAD RUNCMD] chore: run codespell throughout fixing a few new typos automagically

=== Do not change lines below ===
{
 "chain": [],
 "cmd": "codespell -w",
 "exit": 0,
 "extra_inputs": [],
 "inputs": [],
 "outputs": [],
 "pwd": "."
}
^^^ Do not change lines above ^^^

Author: yarikoptic

CHANGELOG.md

@@ -37,7 +37,7 @@
 * prompt_style applied to all LLMs + extra LLM params. ([#1835](https://github.com/zylon-ai/private-gpt/issues/1835)) ([e21bf20](https://github.com/zylon-ai/private-gpt/commit/e21bf20c10938b24711d9f2c765997f44d7e02a9))
 * **recipe:** add our first recipe  `Summarize` ([#2028](https://github.com/zylon-ai/private-gpt/issues/2028)) ([8119842](https://github.com/zylon-ai/private-gpt/commit/8119842ae6f1f5ecfaf42b06fa0d1ffec675def4))
 * **vectordb:** Milvus vector db Integration ([#1996](https://github.com/zylon-ai/private-gpt/issues/1996)) ([43cc31f](https://github.com/zylon-ai/private-gpt/commit/43cc31f74015f8d8fcbf7a8ea7d7d9ecc66cf8c9))
-* **vectorstore:** Add clickhouse support as vectore store ([#1883](https://github.com/zylon-ai/private-gpt/issues/1883)) ([2612928](https://github.com/zylon-ai/private-gpt/commit/26129288394c7483e6fc0496a11dc35679528cc1))
+* **vectorstore:** Add clickhouse support as vector store ([#1883](https://github.com/zylon-ai/private-gpt/issues/1883)) ([2612928](https://github.com/zylon-ai/private-gpt/commit/26129288394c7483e6fc0496a11dc35679528cc1))
 
 
 ### Bug Fixes
@@ -70,7 +70,7 @@
 * **docs:** upgrade fern ([#1596](https://github.com/zylon-ai/private-gpt/issues/1596)) ([84ad16a](https://github.com/zylon-ai/private-gpt/commit/84ad16af80191597a953248ce66e963180e8ddec))
 * **ingest:** Created a faster ingestion mode - pipeline ([#1750](https://github.com/zylon-ai/private-gpt/issues/1750)) ([134fc54](https://github.com/zylon-ai/private-gpt/commit/134fc54d7d636be91680dc531f5cbe2c5892ac56))
 * **llm - embed:** Add support for Azure OpenAI ([#1698](https://github.com/zylon-ai/private-gpt/issues/1698)) ([1efac6a](https://github.com/zylon-ai/private-gpt/commit/1efac6a3fe19e4d62325e2c2915cd84ea277f04f))
-* **llm:** adds serveral settings for llamacpp and ollama ([#1703](https://github.com/zylon-ai/private-gpt/issues/1703)) ([02dc83e](https://github.com/zylon-ai/private-gpt/commit/02dc83e8e9f7ada181ff813f25051bbdff7b7c6b))
+* **llm:** adds several settings for llamacpp and ollama ([#1703](https://github.com/zylon-ai/private-gpt/issues/1703)) ([02dc83e](https://github.com/zylon-ai/private-gpt/commit/02dc83e8e9f7ada181ff813f25051bbdff7b7c6b))
 * **llm:** Ollama LLM-Embeddings decouple + longer keep_alive settings ([#1800](https://github.com/zylon-ai/private-gpt/issues/1800)) ([b3b0140](https://github.com/zylon-ai/private-gpt/commit/b3b0140e244e7a313bfaf4ef10eb0f7e4192710e))
 * **llm:** Ollama timeout setting ([#1773](https://github.com/zylon-ai/private-gpt/issues/1773)) ([6f6c785](https://github.com/zylon-ai/private-gpt/commit/6f6c785dac2bbad37d0b67fda215784298514d39))
 * **local:** tiktoken cache within repo for offline ([#1467](https://github.com/zylon-ai/private-gpt/issues/1467)) ([821bca3](https://github.com/zylon-ai/private-gpt/commit/821bca32e9ee7c909fd6488445ff6a04463bf91b))

private_gpt/components/llm/custom/sagemaker.py

@@ -62,7 +62,7 @@ class LineIterator:
     within the buffer via the 'scan_lines' function. It maintains the position of the
     last read position to ensure that previous bytes are not exposed again. It will
     also save any pending lines that doe not end with a '\n' to make sure truncations
-    are concatinated
+    are concatenated
     """
 
     def __init__(self, stream: Any) -> None:

private_gpt/settings/settings.py

@@ -145,7 +145,7 @@ class LLMSettings(BaseModel):
                 "If `llama2` - use the llama2 prompt style from the llama_index. Based on `<s>`, `[INST]` and `<<SYS>>`.\n"
                 "If `llama3` - use the llama3 prompt style from the llama_index."
                 "If `tag` - use the `tag` prompt style. It should look like `<|role|>: message`. \n"
-                "If `mistral` - use the `mistral prompt style. It shoudl look like <s>[INST] {System Prompt} [/INST]</s>[INST] { UserInstructions } [/INST]"
+                "If `mistral` - use the `mistral prompt style. It should look like <s>[INST] {System Prompt} [/INST]</s>[INST] { UserInstructions } [/INST]"
                 "`llama2` is the historic behaviour. `default` might work better with your custom models."
             ),
         )
@@ -214,7 +214,7 @@ class EmbeddingSettings(BaseModel):
             "If `batch` - if multiple files, parse all the files in parallel, "
             "and send them in batch to the embedding model.\n"
             "In `pipeline` - The Embedding engine is kept as busy as possible\n"
-            "If `parallel` - parse the files in parallel using multiple cores, and embedd them in parallel.\n"
+            "If `parallel` - parse the files in parallel using multiple cores, and embed them in parallel.\n"
             "`parallel` is the fastest mode for local setup, as it parallelize IO RW in the index.\n"
             "For modes that leverage parallelization, you can specify the number of "
             "workers to use with `count_workers`.\n"

tests/settings/test_settings.py

@@ -7,6 +7,6 @@ def test_settings_are_loaded_and_merged() -> None:
 
 
 def test_settings_can_be_overriden(injector: MockInjector) -> None:
-    injector.bind_settings({"server": {"env_name": "overriden"}})
+    injector.bind_settings({"server": {"env_name": "overridden"}})
     mocked_settings = injector.get(Settings)
-    assert mocked_settings.server.env_name == "overriden"
+    assert mocked_settings.server.env_name == "overridden"