DevCourseWeb com Udemy LlamaIndex Develop LLM powered applications with LlamaIndex

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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

/3. Documentation helper/__MACOSX/

_documentation-helper-llamaindex

/.../documentation-helper-llamaindex/

_.DS_Store

_download_docs.py

_llamaindex-docs

/.../documentation-helper-llamaindex/llamaindex-docs/

_agents.html

/.../documentation-helper-llamaindex/

DS_Store

Pipfile

Pipfile.lock

download_docs.py

env

ingestion.py

main.py

/.../documentation-helper-llamaindex/idea/

documentation-helper-llamaindex.iml

gitignore

misc.xml

modules.xml

workspace.xml

/.../documentation-helper-llamaindex/idea/inspectionProfiles/

profiles_settings.xml

/.../llamaindex-docs-tmp/

agents.html

/.../documentation-helper-llamaindex/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

/.../documentation-helper-llamaindex/llamindex-docs/

concepts.html

customization.html

installation.html

starter_example.html

/.../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

/~Get Your Files Here !/

Bonus Resources.txt

Total files 387