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CHANGELOG.md

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# ChangeLog
22

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## [2024-03-26]
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### `llama-index-core` [0.10.24]
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- pretty prints in `LlamaDebugHandler` (#12216)
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- stricter interpreter constraints on pandas query engine (#12278)
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- PandasQueryEngine can now execute 'pd.\*' functions (#12240)
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- delete proper metadata in docstore delete function (#12276)
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- improved openai agent parsing function hook (#12062)
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- add raise_on_error flag for SimpleDirectoryReader (#12263)
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- remove un-caught openai import in core (#12262)
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- Fix download_llama_dataset and download_llama_pack (#12273)
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- Implement EvalQueryEngineTool (#11679)
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- Expand instrumenation Span coverage for AgentRunner (#12249)
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- Adding concept of function calling agent/llm (mistral supported for now) (#12222, )
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### `llama-index-embeddings-huggingface` [0.2.0]
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- Use `sentence-transformers` as a backend (#12277)
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### `llama-index-postprocessor-voyageai-rerank` [0.1.0]
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- Added voyageai as a reranker (#12111)
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### `llama-index-readers-gcs` [0.1.0]
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- Added google cloud storage reader (#12259)
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### `llama-index-readers-google` [0.2.1]
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- Support for different drives (#12146)
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- Remove unnecessary PyDrive dependency from Google Drive Reader (#12257)
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### `llama-index-readers-readme` [0.1.0]
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- added readme.com reader (#12246)
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### `llama-index-packs-raft` [0.1.3]
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- added pack for RAFT (#12275)
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## [2024-03-23]
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### `llama-index-core` [0.10.23]

CONTRIBUTING.md

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@@ -455,7 +455,7 @@ Regardless of whether you have run them locally, a [CI system][cis] will run all
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For changes that involve entirely new features, it may be worth adding an example Jupyter notebook to showcase
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this feature.
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Example notebooks can be found in [this folder](https://github.com/run-llama/llama_index/tree/main/docs/examples).
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Example notebooks can be found in [this folder](https://github.com/run-llama/llama_index/tree/main/docs/docs/examples).
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### Creating a pull request
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docs/docs/CHANGELOG.md

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11
# ChangeLog
22

3+
## [2024-03-26]
4+
5+
### `llama-index-core` [0.10.24]
6+
7+
- pretty prints in `LlamaDebugHandler` (#12216)
8+
- stricter interpreter constraints on pandas query engine (#12278)
9+
- PandasQueryEngine can now execute 'pd.\*' functions (#12240)
10+
- delete proper metadata in docstore delete function (#12276)
11+
- improved openai agent parsing function hook (#12062)
12+
- add raise_on_error flag for SimpleDirectoryReader (#12263)
13+
- remove un-caught openai import in core (#12262)
14+
- Fix download_llama_dataset and download_llama_pack (#12273)
15+
- Implement EvalQueryEngineTool (#11679)
16+
- Expand instrumenation Span coverage for AgentRunner (#12249)
17+
- Adding concept of function calling agent/llm (mistral supported for now) (#12222, )
18+
19+
### `llama-index-embeddings-huggingface` [0.2.0]
20+
21+
- Use `sentence-transformers` as a backend (#12277)
22+
23+
### `llama-index-postprocessor-voyageai-rerank` [0.1.0]
24+
25+
- Added voyageai as a reranker (#12111)
26+
27+
### `llama-index-readers-gcs` [0.1.0]
28+
29+
- Added google cloud storage reader (#12259)
30+
31+
### `llama-index-readers-google` [0.2.1]
32+
33+
- Support for different drives (#12146)
34+
- Remove unnecessary PyDrive dependency from Google Drive Reader (#12257)
35+
36+
### `llama-index-readers-readme` [0.1.0]
37+
38+
- added readme.com reader (#12246)
39+
40+
### `llama-index-packs-raft` [0.1.3]
41+
42+
- added pack for RAFT (#12275)
43+
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## [2024-03-23]
445

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### `llama-index-core` [0.10.23]

docs/docs/CONTRIBUTING.md

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@@ -455,7 +455,7 @@ Regardless of whether you have run them locally, a [CI system][cis] will run all
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For changes that involve entirely new features, it may be worth adding an example Jupyter notebook to showcase
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this feature.
457457

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Example notebooks can be found in [this folder](https://github.com/run-llama/llama_index/tree/main/docs/examples).
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Example notebooks can be found in [this folder](https://github.com/run-llama/llama_index/tree/main/docs/docs/examples).
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### Creating a pull request
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::: llama_index.packs.raft_dataset
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options:
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members:
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- RAFTDatasetPack
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::: llama_index.postprocessor.voyageai_rerank
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options:
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members:
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- VoyageAIRerank
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::: llama_index.readers.gcs
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options:
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members:
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- GCSReader
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::: llama_index.readers.readme
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options:
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members:
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- ReadmeReader
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::: llama_index.storage.docstore.elasticsearch
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options:
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members:
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- ElasticsearchDocumentStore
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@@ -0,0 +1,4 @@
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::: llama_index.storage.index_store.elasticsearch
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options:
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members:
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- ElasticsearchIndexStore
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::: llama_index.vector_stores.analyticdb
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options:
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members:
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- AnalyticDBVectorStore

docs/docs/community/integrations/uptrain.md

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```python
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documents = SimpleWebPageReader().load_data(
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[
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"https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt"
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"https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt"
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]
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)
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```

docs/docs/community/integrations/vector_stores.md

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)
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```
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[Example notebooks can be found here](https://github.com/jerryjliu/llama_index/tree/main/docs/examples/vector_stores).
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[Example notebooks can be found here](https://github.com/jerryjliu/llama_index/tree/main/docs/docs/examples/vector_stores).
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## Loading Data from Vector Stores using Data Connector
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)
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```
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[Example notebooks can be found here](https://github.com/jerryjliu/llama_index/tree/main/docs/examples/data_connectors).
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[Example notebooks can be found here](https://github.com/jerryjliu/llama_index/tree/main/docs/docs/examples/data_connectors).
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## Vector Store Examples
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docs/docs/examples/agent/agent_runner/agent_around_query_pipeline_with_HyDE_for_PDFs.ipynb

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"outputs": [],
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"source": [
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"!mkdir -p 'data/10k/'\n",
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"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
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"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
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"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
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"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
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]
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},
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{

docs/docs/examples/agent/agent_runner/agent_runner_rag_controllable.ipynb

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"outputs": [],
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"source": [
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"!mkdir -p 'data/10q/'\n",
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"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10q/uber_10q_march_2022.pdf' -O 'data/10q/uber_10q_march_2022.pdf'\n",
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"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10q/uber_10q_june_2022.pdf' -O 'data/10q/uber_10q_june_2022.pdf'\n",
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"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10q/uber_10q_sept_2022.pdf' -O 'data/10q/uber_10q_sept_2022.pdf'"
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"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10q/uber_10q_march_2022.pdf' -O 'data/10q/uber_10q_march_2022.pdf'\n",
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"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10q/uber_10q_june_2022.pdf' -O 'data/10q/uber_10q_june_2022.pdf'\n",
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"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10q/uber_10q_sept_2022.pdf' -O 'data/10q/uber_10q_sept_2022.pdf'"
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]
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},
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{

docs/docs/examples/agent/openai_agent_context_retrieval.ipynb

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"outputs": [],
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"source": [
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"!mkdir -p 'data/10q/'\n",
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"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10q/uber_10q_march_2022.pdf' -O 'data/10q/uber_10q_march_2022.pdf'\n",
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"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10q/uber_10q_june_2022.pdf' -O 'data/10q/uber_10q_june_2022.pdf'\n",
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"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10q/uber_10q_sept_2022.pdf' -O 'data/10q/uber_10q_sept_2022.pdf'"
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"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10q/uber_10q_march_2022.pdf' -O 'data/10q/uber_10q_march_2022.pdf'\n",
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"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10q/uber_10q_june_2022.pdf' -O 'data/10q/uber_10q_june_2022.pdf'\n",
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"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10q/uber_10q_sept_2022.pdf' -O 'data/10q/uber_10q_sept_2022.pdf'"
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]
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},
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{

docs/docs/examples/agent/openai_agent_query_plan.ipynb

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],
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"source": [
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"!mkdir -p 'data/10q/'\n",
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"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10q/uber_10q_march_2022.pdf' -O 'data/10q/uber_10q_march_2022.pdf'\n",
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"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10q/uber_10q_june_2022.pdf' -O 'data/10q/uber_10q_june_2022.pdf'\n",
166-
"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10q/uber_10q_sept_2022.pdf' -O 'data/10q/uber_10q_sept_2022.pdf'"
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"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10q/uber_10q_march_2022.pdf' -O 'data/10q/uber_10q_march_2022.pdf'\n",
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"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10q/uber_10q_june_2022.pdf' -O 'data/10q/uber_10q_june_2022.pdf'\n",
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"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10q/uber_10q_sept_2022.pdf' -O 'data/10q/uber_10q_sept_2022.pdf'"
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]
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},
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{

docs/docs/examples/agent/openai_agent_tool_call_parser.ipynb

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"id": "24103c51",
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"metadata": {},
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"source": [
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"<a href=\"https://colab.research.google.com/github/run-llama/llama_index/blob/main/docs/examples/agent/openai_agent_tool_call_parser.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
9+
"<a href=\"https://colab.research.google.com/github/run-llama/llama_index/blob/main/docs/docs/examples/agent/openai_agent_tool_call_parser.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
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},
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{

docs/docs/examples/agent/openai_agent_with_query_engine.ipynb

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"outputs": [],
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"source": [
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"!mkdir -p 'data/10k/'\n",
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"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
115-
"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
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"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
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"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
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]
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},
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{

docs/docs/examples/agent/openai_assistant_agent.ipynb

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"name": "stdout",
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"output_type": "stream",
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"text": [
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"--2023-11-07 00:20:08-- https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/uber_2021.pdf\n",
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"--2023-11-07 00:20:08-- https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/uber_2021.pdf\n",
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"Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 2606:50c0:8000::154, 2606:50c0:8001::154, 2606:50c0:8002::154, ...\n",
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"Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|2606:50c0:8000::154|:443... connected.\n",
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"HTTP request sent, awaiting response... 200 OK\n",
@@ -284,7 +284,7 @@
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"\n",
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"2023-11-07 00:20:08 (24.3 MB/s) - ‘data/10k/uber_2021.pdf’ saved [1880483/1880483]\n",
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"\n",
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"--2023-11-07 00:20:08-- https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/lyft_2021.pdf\n",
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"--2023-11-07 00:20:08-- https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/lyft_2021.pdf\n",
288288
"Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 2606:50c0:8000::154, 2606:50c0:8001::154, 2606:50c0:8002::154, ...\n",
289289
"Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|2606:50c0:8000::154|:443... connected.\n",
290290
"HTTP request sent, awaiting response... 200 OK\n",
@@ -300,8 +300,8 @@
300300
],
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"source": [
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"!mkdir -p 'data/10k/'\n",
303-
"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
304-
"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
303+
"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
304+
"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
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]
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},
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{
@@ -455,8 +455,8 @@
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"outputs": [],
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"source": [
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"!mkdir -p 'data/10k/'\n",
458-
"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
459-
"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
458+
"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
459+
"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
460460
]
461461
},
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{

docs/docs/examples/agent/openai_assistant_query_cookbook.ipynb

+1-1
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@@ -104,7 +104,7 @@
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],
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"source": [
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"!mkdir -p 'data/paul_graham/'\n",
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"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
107+
"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
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]
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},
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{

docs/docs/examples/agent/react_agent_with_query_engine.ipynb

+2-2
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@@ -101,8 +101,8 @@
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"outputs": [],
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"source": [
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"!mkdir -p 'data/10k/'\n",
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"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
105-
"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
104+
"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/uber_2021.pdf' -O 'data/10k/uber_2021.pdf'\n",
105+
"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/10k/lyft_2021.pdf' -O 'data/10k/lyft_2021.pdf'"
106106
]
107107
},
108108
{

docs/docs/examples/callbacks/AimCallback.ipynb

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@@ -102,7 +102,7 @@
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"outputs": [],
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"source": [
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"!mkdir -p 'data/paul_graham/'\n",
105-
"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
105+
"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
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]
107107
},
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{

docs/docs/examples/callbacks/HoneyHiveLlamaIndexTracer.ipynb

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Original file line numberDiff line numberDiff line change
@@ -251,7 +251,7 @@
251251
"outputs": [],
252252
"source": [
253253
"!mkdir -p 'data/paul_graham/'\n",
254-
"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
254+
"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
255255
]
256256
},
257257
{

docs/docs/examples/callbacks/LangfuseCallbackHandler.ipynb

+1-1
Original file line numberDiff line numberDiff line change
@@ -203,7 +203,7 @@
203203
"outputs": [],
204204
"source": [
205205
"!mkdir -p 'data/'\n",
206-
"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham_essay.txt'"
206+
"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham_essay.txt'"
207207
]
208208
},
209209
{

docs/docs/examples/callbacks/LlamaDebugHandler.ipynb

+2-2
Original file line numberDiff line numberDiff line change
@@ -5,7 +5,7 @@
55
"id": "dcab9129",
66
"metadata": {},
77
"source": [
8-
"<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/callbacks/LlamaDebugHandler.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
8+
"<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/callbacks/LlamaDebugHandler.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
99
]
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},
1111
{
@@ -83,7 +83,7 @@
8383
"outputs": [],
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"source": [
8585
"!mkdir -p 'data/paul_graham/'\n",
86-
"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
86+
"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
8787
]
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},
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{

docs/docs/examples/callbacks/OpenInferenceCallback.ipynb

+2-2
Original file line numberDiff line numberDiff line change
@@ -4,7 +4,7 @@
44
"cell_type": "markdown",
55
"metadata": {},
66
"source": [
7-
"<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/callbacks/OpenInferenceCallback.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
7+
"<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/callbacks/OpenInferenceCallback.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
88
]
99
},
1010
{
@@ -499,7 +499,7 @@
499499
"source": [
500500
"documents = SimpleWebPageReader().load_data(\n",
501501
" [\n",
502-
" \"https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\"\n",
502+
" \"https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\"\n",
503503
" ]\n",
504504
")\n",
505505
"print(documents[0].text)"

docs/docs/examples/callbacks/OpenLLMetry.ipynb

+3-3
Original file line numberDiff line numberDiff line change
@@ -4,7 +4,7 @@
44
"cell_type": "markdown",
55
"metadata": {},
66
"source": [
7-
"<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/examples/callbacks/OpenLLMetry.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
7+
"<a href=\"https://colab.research.google.com/github/jerryjliu/llama_index/blob/main/docs/docs/examples/callbacks/OpenLLMetry.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
88
]
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},
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{
@@ -105,7 +105,7 @@
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"--2024-01-12 12:43:16-- https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
108+
"--2024-01-12 12:43:16-- https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt\n",
109109
"Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.109.133, 185.199.108.133, 185.199.111.133, ...\n",
110110
"Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.109.133|:443... connected.\n",
111111
"HTTP request sent, awaiting response... 200 OK\n",
@@ -121,7 +121,7 @@
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],
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"source": [
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"!mkdir -p 'data/paul_graham/'\n",
124-
"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
124+
"!wget 'https://raw.githubusercontent.com/run-llama/llama_index/main/docs/docs/examples/data/paul_graham/paul_graham_essay.txt' -O 'data/paul_graham/paul_graham_essay.txt'"
125125
]
126126
},
127127
{

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