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[ DevCourseWeb com ] Udemy - LlamaIndex- Develop LLM powered applications with LlamaIndex
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Name:[ DevCourseWeb com ] Udemy - LlamaIndex- Develop LLM powered applications with LlamaIndex
Infohash: D1AB7E5B3D59D3222C9D08E825709581F4E2C0E4
Total Size: 1.72 GB
Magnet: Magnet Download
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Last Updated: 2024-05-10 22:00:18 (Update Now)
Torrent added: 2023-10-30 23:31:28
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1. Introduction
1. Introduction.mp4
2. What is Llamaindex.mp4
2.1 LlamaIndex Docs.html
2.2 LlamaIndex Github Repo.html
3. Course's discord server.mp4
3.1 Course Discord Server.html
2. THE GIST of LlamaIndex Get started with your hello world LlamaIndex Script
1. Project Setup (Pycharm).mp4
1.1 Pipenv crash course.html
2. Your First LlamaIndex Index.mp4
2.1 LlamaIndex Docs.html
2.2 LlamaIndex Github Repo.html
2.3 LlamaIndex Hello-world Official Docs.html
2.4 python-dotenv.html
2.5 python-dotenv crash course.html
3. Quick Check In.mp4
3. Documentation helper
1. Retrieval Augmentation Generation (RAG) Theory Vectorstores, Embeddings.mp4
2. Downloading the LlamaIndex Documentation.mp4
2.1 download_docs.py
3. Setting up our development environment.mp4
3.2 LlamaIndex Documentation Helper Github Repository.html
4. LlamaIndex core abstractions Pipeline imported classes.mp4
5. Loading and Chunkifying the LlamaIndex docs into LlamaIndex nodes.mp4
5.2 LlamaHub.html
6. Ingestion the LlamaIndex nodes in Pinecone vectorstore.mp4
6.2 Pinecone Website.html
7. QueryEngine & Retrieval Augmentation with LlamaIndex.mp4
7.2 LlamaIndex Query Engine.html
8. streamlit frontend.mp4
8.2 LamaIndex Chat Engine docs.html
8.3 Streamlit Docs.html
8.4 Streamlit Repo.html
__MACOSX
_documentation-helper-llamaindex
documentation-helper-llamaindex
_.DS_Store
_download_docs.py
_llamaindex-docs
llamaindex-docs
_agents.html
documentation-helper-llamaindex
DS_Store
Pipfile
Pipfile.lock
download_docs.py
env
idea
documentation-helper-llamaindex.iml
gitignore
inspectionProfiles
profiles_settings.xml
misc.xml
modules.xml
workspace.xml
ingestion.py
llamaindex-docs-tmp
agents.html
llamaindex-docs
AimCallback.html
AsyncIndexCreationDemo.html
AwadbDemo.html
AzureOpenAI.html
BagelAutoRetriever.html
BeirEvaluation.html
CassandraIndexDemo.html
ChromaDemo.html
ChromaIndexDemo.html
CognitiveSearchIndexDemo.html
CohereRerank.html
ComposableIndices-Prior.html
ComposableIndices-Weaviate.html
ComposableIndices.html
CustomRetrievers.html
DatabaseReaderDemo.html
DeepLakeIndexDemo.html
DeepLakeReader.html
Deepeval.html
DeplotReader.html
DiscordDemo.html
DocArrayHnswIndexDemo.html
DocArrayInMemoryIndexDemo.html
DocSummary.html
ElasticsearchIndexDemo.html
Elasticsearch_demo.html
EntityExtractionClimate.html
EpsillaIndexDemo.html
FaissDemo.html
FaissIndexDemo.html
FalkorDBGraphDemo.html
GithubRepositoryReaderDemo.html
GoogleDocsDemo.html
GuardrailsDemo.html
HoneyHiveLlamaIndexTracer.html
HotpotQADistractor.html
HyDEQueryTransformDemo.html
JointQASummary.html
KnowledgeGraphDemo.html
KnowledgeGraphIndex_vs_VectorStoreIndex_vs_CustomIndex_combined.html
KuzuGraphDemo.html
LLMReranker-Gatsby.html
LLMReranker-Lyft-10k.html
LanceDBIndexDemo.html
LangchainOutputParserDemo.html
LlamaDebugHandler.html
LongContextReorder.html
MakeDemo.html
MarvinMetadataExtractorDemo.html
MboxReaderDemo.html
MetadataExtractionSEC.html
MetadataExtraction_LLMSurvey.html
MetadataReplacementDemo.html
MetalIndexDemo.html
MilvusIndexDemo.html
MilvusReaderDemo.html
MongoDBAtlasVectorSearch.html
MongoDemo.html
MyScaleIndexDemo.html
MyScaleReaderDemo.html
NebulaGraphKGIndexDemo.html
Neo4jKGIndexDemo.html
Neo4jVectorDemo.html
NotionDemo.html
ObsidianReaderDemo.html
OpenInferenceCallback.html
OpensearchDemo.html
OptimizerDemo.html
PII.html
PineconeDemo.html
PineconeIndexDemo-Hybrid.html
PineconeIndexDemo.html
PlaygroundDemo.html
PrevNextPostprocessorDemo.html
PsychicDemo.html
PydanticExtractor.html
QdrantDemo.html
QdrantIndexDemo.html
QuestionGeneration.html
RecencyPostprocessorDemo.html
RedisIndexDemo.html
RetrieverRouterQueryEngine.html
RetryQuery.html
RocksetIndexDemo.html
RouterQueryEngine.html
SQLAutoVectorQueryEngine.html
SQLIndexDemo.html
SQLJoinQueryEngine.html
SQLRouterQueryEngine.html
SimpleIndexDemo-Huggingface_camel.html
SimpleIndexDemo-Huggingface_stablelm.html
SimpleIndexDemo-multistep.html
SimpleIndexDemo.html
SimpleIndexDemoLlama-Local.html
SimpleIndexDemoLlama2.html
SimpleIndexDemoMMR.html
SlackDemo.html
SupabaseVectorIndexDemo.html
TairIndexDemo.html
TimeWeightedPostprocessorDemo.html
Timescalevector.html
TokenCountingHandler.html
TwitterDemo.html
WandbCallbackHandler.html
WeaviateDemo.html
WeaviateIndexDemo-Hybrid.html
WeaviateIndexDemo.html
WebPageDemo.html
XinferenceLocalDeployment.html
ZepIndexDemo.html
agents.html
anthropic.html
anyscale.html
app_showcase.html
apps.html
auto_merging_retriever.html
auto_vs_recursive_retriever.html
azure_openai.html
base.html
batch_eval.html
bm25_retriever.html
callbacks.html
changelog.html
chat_engine_condense_question.html
chat_engine_context.html
chat_engine_openai.html
chat_engine_react.html
chat_engine_repl.html
chat_engines.html
chat_prompts.html
chatbots.html
chatgpt_plugins.html
chroma_auto_retriever.html
citation_query_engine.html
clarifai.html
completion_prompts.html
component_wise_evaluation.html
composability.html
concepts.html
condense_question_chat_engine.html
contributing.html
correctness_eval.html
cross_encoder_finetuning.html
custom_embeddings.html
custom_query_engine.html
customization.html
deprecated_terms.html
development_pathway.html
df_program.html
discover_llamaindex.html
docstore.html
docstores.html
document_management.html
documentation.html
duckdb_sql_query.html
e2e_evaluation.html
elasticsearch.html
embeddings.html
empty.html
ensemble_query_engine.html
ensemble_retrieval.html
evaluation.html
evaporate_program.html
everlyai.html
example_notebooks.html
faithfulness_eval.html
finetune_embedding.html
finetune_embedding_adapter.html
finetune_knowledge.html
finetune_retrieval_aug.html
finetuning.html
flare_query_engine.html
gradient.html
gradient_base_model.html
gradient_model_adapter.html
graph_query_engine.html
graph_stores.html
graphs.html
graphsignal.html
guidance.html
guidance_pydantic_program.html
guidance_sub_question.html
guideline_eval.html
huggingface.html
index.html
index_guide.html
index_store.html
index_stores.html
indices.html
indices_save_load.html
ingestion.html
installation.html
integrations.html
json_query_engine.html
kg.html
knowledge_graph2.html
knowledge_graph_query_engine.html
knowledge_graph_rag_query_engine.html
kv_store.html
kv_stores.html
langchain.html
list.html
litellm.html
llama_2.html
llama_2_llama_cpp.html
llama_api.html
llama_cpp.html
llamahub_tools_guide.html
llm_predictor.html
llms.html
managed_indices.html
memory.html
metadata_extraction.html
modules.html
monitoring.html
monsterapi.html
multi_document_agents-v1.html
multi_document_agents.html
multistep_query_engine.html
node.html
node_parser.html
node_postprocessor.html
observability.html
ollama.html
one_click_observability.html
openai.html
openai_agent.html
openai_agent_context_retrieval.html
openai_agent_query_cookbook.html
openai_agent_query_plan.html
openai_agent_retrieval.html
openai_agent_with_query_engine.html
openai_fine_tuning.html
openai_fine_tuning_functions.html
openai_pydantic_program.html
oss_ingestion_retrieval.html
output_parser.html
palm.html
pandas_query_engine.html
pgvector_sql_query_engine.html
playground.html
portkey.html
postgres.html
predibase.html
principled_dev_practices.html
privacy.html
production_rag.html
prompt_helper.html
prompts.html
pydantic_program.html
pydantic_query_engine.html
pydantic_tree_summarize.html
query.html
query_bundle.html
query_engine.html
query_engines.html
query_transform.html
query_transformations.html
question_and_answer.html
react_agent_finetune.html
react_agent_with_query_engine.html
readers.html
reciprocal_rerank_fusion.html
recurisve_retriever_nodes_braintrust.html
recursive_retriever.html
recursive_retriever_agents.html
recursive_retriever_nodes.html
refine.html
relevancy_eval.html
replicate.html
response.html
response_modes.html
response_synthesis.html
response_synthesizer.html
retrieval.html
retriever_eval.html
retriever_modes.html
retriever_query_engine.html
retriever_router_query_engine.html
retrievers.html
root.html
router.html
router_query_engine.html
router_retriever.html
rungpt.html
save_load.html
semantic_similarity_eval.html
service_context.html
simple_chat_engine.html
simple_directory_reader.html
simple_fusion.html
sql_join_query_engine.html
sql_query_engine.html
starter_example.html
storage.html
streaming.html
struct_store.html
structured_data.html
structured_refine.html
sub_question_query_engine.html
supporting_modules.html
table.html
tesla_10q_table.html
text_embedding_inference.html
token_counting_migration.html
transform.html
transform_query_engine.html
tree.html
tree_summarize.html
trulens.html
usage_custom.html
usage_documents.html
usage_metadata_extractor.html
usage_nodes.html
usage_pattern.html
usage_pattern_retrieval.html
usage_standalone.html
use_cases.html
using_with_langchain.html
vector_store.html
vector_store_guide.html
vector_stores.html
vicuna.html
xinference.html
llamindex-docs
concepts.html
customization.html
installation.html
starter_example.html
main.py
4. Prompt Engineering Thoery
1. intro to llms.mp4
2. What is a Prompt Composition of a formal prompt.mp4
3. Zero Shot Prompting.mp4
4. Few Shot Prompting.mp4
5. Chain of Thought Prompting.mp4
6. ReAct.mp4
7. Prompt Engineering Quick Tips.mp4
Bonus Resources.txt
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