From 1998dc83c2789f386e01bec8d387b0ca06a400e2 Mon Sep 17 00:00:00 2001 From: Dustin Ngo Date: Fri, 26 Jan 2024 12:20:28 -0500 Subject: [PATCH] Include pre-built index --- python/examples/llama-index/README.md | 8 -------- python/examples/llama-index/backend/.gitignore | 1 - .../backend/storage/default__vector_store.json | 1 + python/examples/llama-index/backend/storage/docstore.json | 1 + .../examples/llama-index/backend/storage/graph_store.json | 1 + .../llama-index/backend/storage/image__vector_store.json | 1 + .../examples/llama-index/backend/storage/index_store.json | 1 + 7 files changed, 5 insertions(+), 9 deletions(-) create mode 100644 python/examples/llama-index/backend/storage/default__vector_store.json create mode 100644 python/examples/llama-index/backend/storage/docstore.json create mode 100644 python/examples/llama-index/backend/storage/graph_store.json create mode 100644 python/examples/llama-index/backend/storage/image__vector_store.json create mode 100644 python/examples/llama-index/backend/storage/index_store.json diff --git a/python/examples/llama-index/README.md b/python/examples/llama-index/README.md index 476dc7e40..22047b226 100644 --- a/python/examples/llama-index/README.md +++ b/python/examples/llama-index/README.md @@ -12,14 +12,6 @@ Open [http://localhost:3000](http://localhost:3000) with your browser to see the ## Getting Started with Docker-Compose -Generate a Llama Index vector store index: - -``` -cd ./backend -python app/engine/generate.py -cd .. -``` - Ensure that Docker is installed and running. Run the command `docker compose up` to spin up services for the frontend, backend, and Phoenix. Once those services are running, open [http://localhost:3000](http://localhost:3000) to use the chat interface. When you're finished, run `docker compose down` to spin down the services. Traces can be viewed using the [Phoenix UI](http://localhost:6006). diff --git a/python/examples/llama-index/backend/.gitignore b/python/examples/llama-index/backend/.gitignore index a6ad564cd..112f3311f 100644 --- a/python/examples/llama-index/backend/.gitignore +++ b/python/examples/llama-index/backend/.gitignore @@ -1,3 +1,2 @@ __pycache__ -storage .env diff --git a/python/examples/llama-index/backend/storage/default__vector_store.json b/python/examples/llama-index/backend/storage/default__vector_store.json new file mode 100644 index 000000000..b9b3748ff --- /dev/null +++ b/python/examples/llama-index/backend/storage/default__vector_store.json @@ -0,0 +1 @@ +{"embedding_dict": {"24e6e695-c6e3-4199-9560-ee75c4eaa03c": [-0.007079006638377905, 0.025361310690641403, -0.0027324282564222813, -0.022160368040204048, 0.0014713732525706291, 0.009862732142210007, -0.019684426486492157, -0.001161880441941321, -0.013597164303064346, -0.02027263306081295, 0.008563204668462276, 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"last_accessed_date": "2024-01-26"}, "excluded_embed_metadata_keys": ["file_name", "file_type", "file_size", "creation_date", "last_modified_date", "last_accessed_date"], "excluded_llm_metadata_keys": ["file_name", "file_type", "file_size", "creation_date", "last_modified_date", "last_accessed_date"], "relationships": {"1": {"node_id": "7c8feaac-274f-42e5-b238-60f22c05055d", "node_type": "4", "metadata": {"page_label": "1", "file_name": "101.pdf", "file_path": "data/101.pdf", "file_type": "application/pdf", "file_size": 47931, "creation_date": "2024-01-25", "last_modified_date": "2024-01-25", "last_accessed_date": "2024-01-26"}, "hash": "9add9a18fe8ef0a5afe2e46f30e366d6649e17107b630eb88ad4e690db88c4e0", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "ab1b5f6f-9fe4-486a-9b5b-6e4963cab437", "node_type": "1", "metadata": {}, "hash": "132ea5f3a204b6309a27e8d3e170050d2a39b8fdec6dcce36ec3d48d4d07a9da", "class_name": "RelatedNodeInfo"}}, "text": "Domestic Mail Manual \u2022 Updated 7-9-23101\n101.1.2Retail Mail: Physical Standards for Letters, Cards, Flats, and Parcels\n101 Physical Standards\n1.0 Physical Standards for Letters\n1.1 Dimensional Standards for Letters\nLetter-size mail is the following:\na. Not less than 5 inches long, 3-1/2 inches high, and 0.007-inch thick. For \npieces more than 6 inches long or 4-1/4 inches high, the minimum thickness \nis 0.009. (Pieces not meeting the 0.009 thickness are subject to a \nnonmachinable surcharge under 1.2f.) \nb. Not more than 11-1/2 inches long, or more than 6-1/8 inches high, or more \nthan 1/4-inch thick.\nc. Not more than 3.5 ounces. (Charge flat-size prices for First-Class Mail \nletter-size pieces over 3.5 ounces.)\nd. Rectangular, with four square corners and parallel opposite sides. \nLetter-size, card-type mailpieces made of cardstock may have finished corners that do not exceed a radius of 0.125 inch (1/8 inch). See \nExhibit 201.1.1.1 .\n1.2 Nonmachinable Criteria\nA letter-size piece is nonmachinable if it has one or more of the following characteristics (see 601.1.1.2 to determine the length, height, top, and bottom of \na mailpiece):\na. Has an aspect ratio (length divided by height) of less than 1.3 or more than 2.5.\nb. Is polybagged, polywrapped, enclosed in any plastic material, or has an \nexterior surface made of a material that is not paper. Windows in envelopes \nmade of paper do not make mailpieces nonmachinable. Attachments \nallowable under applicable eligibilit y standards do not make mailpieces \nnonmachinable. \nc. Has clasps, strings, buttons, or similar closure devices.Overview\n1.0 Physical Standards for Letters\n2.0 Physical Standards for Flats3.0 Physical Standards for Parcels4.0 Additional Physical Standards for Priority Mail Express5.0 Additional Physical Standards for Priority Mail6.0 Additional Physical Standards for First-Class Mail and USPS Ground \nAdvantage \u2014 Retail\n7.0 Additional Physical Standards for Media Mail and Library Mail", "start_char_idx": 0, "end_char_idx": 1981, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}, "__type__": "1"}, "ab1b5f6f-9fe4-486a-9b5b-6e4963cab437": {"__data__": {"id_": "ab1b5f6f-9fe4-486a-9b5b-6e4963cab437", "embedding": null, "metadata": {"page_label": "2", "file_name": "101.pdf", "file_path": "data/101.pdf", "file_type": "application/pdf", "file_size": 47931, "creation_date": "2024-01-25", "last_modified_date": "2024-01-25", "last_accessed_date": "2024-01-26"}, "excluded_embed_metadata_keys": ["file_name", "file_type", "file_size", "creation_date", "last_modified_date", "last_accessed_date"], "excluded_llm_metadata_keys": ["file_name", "file_type", "file_size", "creation_date", "last_modified_date", "last_accessed_date"], "relationships": {"1": {"node_id": "344b8814-42fb-42ec-b792-654c0282cbae", "node_type": "4", "metadata": {"page_label": "2", "file_name": "101.pdf", "file_path": "data/101.pdf", "file_type": "application/pdf", "file_size": 47931, "creation_date": "2024-01-25", "last_modified_date": "2024-01-25", "last_accessed_date": "2024-01-26"}, "hash": "d424c18a9c9432e5a13713cc310e9d9e50c6bbaa771de8d0577df2cae3199d78", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "24e6e695-c6e3-4199-9560-ee75c4eaa03c", "node_type": "1", "metadata": {"page_label": "1", "file_name": "101.pdf", "file_path": "data/101.pdf", "file_type": "application/pdf", "file_size": 47931, "creation_date": "2024-01-25", "last_modified_date": "2024-01-25", "last_accessed_date": "2024-01-26"}, "hash": "9add9a18fe8ef0a5afe2e46f30e366d6649e17107b630eb88ad4e690db88c4e0", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "7433534b-0d0a-4e39-b6fc-20b29fed1895", "node_type": "1", "metadata": {}, "hash": "6ac7cda183e83a3f8b9f13dae647cf711ffb29441bf12837c5d2146a0049bd4b", "class_name": "RelatedNodeInfo"}}, "text": "Domestic Mail Manual \u2022 Updated 7-9-23101\n101.2.1Retail Mail: Physical Standards for Letters, Cards, Flats, and Parcels\nd. Contains items such as pens, pencils, keys, or coins that cause the \nthickness of the mailpiece to be uneven; or loose keys or coins or similar \nobjects not affixed to the contents within the mailpiece. Loose items may cause a letter to be nonmailable when mailed in paper envelopes (see \n601.3.3 ).\ne. Is too rigid (does not bend easily when subjected to a transport belt tension \nof 40 pounds around an 11-inch diameter turn).\nf. Is less than 0.009 inches thick if the mailpiece is more than 6 inches long or \n4-1/4 inches high.\ng. Has a delivery address parallel to the shorter dimension of the mailpiece.\nh. Is a self-mailer that is not prepared according to 201.3.14 .\ni. Is a booklet that is not prepared according to 201.3.16 .\n2.0 Physical Standards for Flats\n2.1 General Definition of Flat-Size Mail\nFlat-size mail is the following:\na. More than 11-1/2 inches long, or more than 6-1/8 inches high, or more than \n1/4 inch thick, except as allowed for EDDM-Retail flats under 140. For \ngeneral retail mailability, all pieces 1/4 inch thick or less must be a minimum \nof 5 inches long and 3-1/2 inches high and 0.007 inch thick.\nb. Not more than 15 inches long, or more than 12 inches high, or more than \n3/4 inch thick.\nc. Flexible (see 2.3).\nd. Rectangular with four square corners or with finished corners that do not \nexceed a radius of 0.125 inch (1/8 inch). See Exhibit 201.1.1.1 .\ne. Uniformly thick (see 2.4).\nf. Unwrapped, sleeved, wrapped, or enveloped. \n2.2 Length and Height of Flats\nThe length of a flat-size mailpiece is the longest dimension. The height is the dimension perpendicular to the length.\n2.3 Minimum Flexibility Criteria for Flat-Size Pieces\nFlat-size pieces must be flexible. Boxes\u2014with or without hinges, gaps, or breaks \nthat allow the piece to bend\u2014are not flats. Tight envelopes or wrappers that are filled with one or more boxes are not flats. At the customer\u2019s option, a customer \nmay perform the following test on his or her mailpieces. When a postal employee \nobserves a customer demonstrating that a flat-size piece is flexible according to these standards, the employee does not need to perform the test. Test flats as \ndefined in 201.4.3 .", "start_char_idx": 0, "end_char_idx": 2306, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}, "__type__": "1"}, "7433534b-0d0a-4e39-b6fc-20b29fed1895": {"__data__": {"id_": "7433534b-0d0a-4e39-b6fc-20b29fed1895", "embedding": null, "metadata": {"page_label": "3", "file_name": "101.pdf", "file_path": "data/101.pdf", "file_type": "application/pdf", "file_size": 47931, "creation_date": "2024-01-25", "last_modified_date": "2024-01-25", "last_accessed_date": "2024-01-26"}, "excluded_embed_metadata_keys": ["file_name", "file_type", "file_size", "creation_date", "last_modified_date", "last_accessed_date"], "excluded_llm_metadata_keys": ["file_name", "file_type", "file_size", "creation_date", "last_modified_date", "last_accessed_date"], "relationships": {"1": {"node_id": "8ec7706d-0409-4a28-bcac-f57f2b969f45", "node_type": "4", "metadata": {"page_label": "3", "file_name": "101.pdf", "file_path": "data/101.pdf", "file_type": "application/pdf", "file_size": 47931, "creation_date": "2024-01-25", "last_modified_date": "2024-01-25", "last_accessed_date": "2024-01-26"}, "hash": "5ca799e5cc7b0a9504d667fccfe1a16b63f7238ebb79e013614bf4c552fafaaf", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "ab1b5f6f-9fe4-486a-9b5b-6e4963cab437", "node_type": "1", "metadata": {"page_label": "2", "file_name": "101.pdf", "file_path": "data/101.pdf", "file_type": "application/pdf", "file_size": 47931, "creation_date": "2024-01-25", "last_modified_date": "2024-01-25", "last_accessed_date": "2024-01-26"}, "hash": "d424c18a9c9432e5a13713cc310e9d9e50c6bbaa771de8d0577df2cae3199d78", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "11952fef-4a9b-422c-8d83-81ae3b0b6385", "node_type": "1", "metadata": {}, "hash": "7c142fde24b97804ab033d479ab3e2a0a26412971ed4e7ff4b2530494724b48a", "class_name": "RelatedNodeInfo"}}, "text": "Domestic Mail Manual \u2022 Updated 7-9-23101\n101.3.3Retail Mail: Physical Standards for Letters, Cards, Flats, and Parcels\n2.4 Uniform Thickness\nFlat-size mailpieces must be uniformly thick so that any bumps, protrusions, or \nother irregularities do not cause more than 1/4-inch variance in thickness. When \ndetermining variance in thickness, exclude the outside edges of a mailpiece \n(1 inch from each edge) when the contents do not extend into those edges. Also, exclude the selvage of any polywrap covering (see 201.5.3 ) from this \ndetermination. Mailers must secure nonpaper contents to prevent shifting of \nmore than 2 inches within the mailpiece if shifting would cause the piece to be nonuniform in thickness or would result in the contents bursting out of the \nmailpiece (see 601.3.3 ).\n2.5 Ineligible Flat-Size Pieces \nFlat-size mailpieces that do not meet the eligibility standards in 2.3 and 2.4 are \nconsidered parcels, and customers mailin g these pieces must pay the applicable \nparcel prices.\n3.0 Physical Standards for Parcels\n3.1 Processing Categories \nUSPS categorizes parcels into one of three mail processing categories: \nmachinable, irregular, or nonmachinable parcel. These categories are based on the physical dimensions of the piece, regardless of the placement (orientation) of \nthe delivery address on the piece. For additional information on machinable, \nirregular, and nonmachinable processing categories, see 201.7.0 .\n3.2 Maximum Weight and Size\n[7-9-23] All parcels must be large enough to hold the required delivery address, \nreturn address, mailing labels, postage, barcode, endorsement s, and other mail \nmarkings on the address side of the parcel. For mailability, all pieces 1/4 inch thick or less must be a minimum of 5 inches in length, 3-1/2 inches in height, and \n0.007 inch in thickness. No mailpiece may weigh more than 70 pounds. Except \nfor USPS Ground Advantage \u2013 Retail, which may not measure more than 130 inches in length and girth combined, no mailpiece may measure more than \n108 inches in length and girth combined. For parcels, length is the distance of \nthe longest dimension and girth is the distance around the thickest part. Lower size or weight standards apply to mail addressed to some APOs and FPOs \nsubject to 703.2.0 and 703.4.0 and for Department of State mail, subject to \n703.3.0 . \n3.3 Two or More Packages\nWith the exception of USPS-produced Flat Rate Envelopes and Boxes, two or \nmore packages may be mailed as a single parcel, if they are about the same size \nor shape, if they are securely wrapped or fastened together, and if they do not together exceed the weight or size limits.", "start_char_idx": 0, "end_char_idx": 2650, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}, "__type__": "1"}, "11952fef-4a9b-422c-8d83-81ae3b0b6385": {"__data__": {"id_": "11952fef-4a9b-422c-8d83-81ae3b0b6385", "embedding": null, "metadata": {"page_label": "4", "file_name": "101.pdf", "file_path": "data/101.pdf", "file_type": "application/pdf", "file_size": 47931, "creation_date": "2024-01-25", "last_modified_date": "2024-01-25", "last_accessed_date": "2024-01-26"}, "excluded_embed_metadata_keys": ["file_name", "file_type", "file_size", "creation_date", "last_modified_date", "last_accessed_date"], "excluded_llm_metadata_keys": ["file_name", "file_type", "file_size", "creation_date", "last_modified_date", "last_accessed_date"], "relationships": {"1": {"node_id": "abaa171c-d433-4501-91bc-54b731a6ef40", "node_type": "4", "metadata": {"page_label": "4", "file_name": "101.pdf", "file_path": "data/101.pdf", "file_type": "application/pdf", "file_size": 47931, "creation_date": "2024-01-25", "last_modified_date": "2024-01-25", "last_accessed_date": "2024-01-26"}, "hash": "08d2c894c06d4dd406409b77b3b53b565b851c368ef76f7d0f7194c36ffe0441", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "7433534b-0d0a-4e39-b6fc-20b29fed1895", "node_type": "1", "metadata": {"page_label": "3", "file_name": "101.pdf", "file_path": "data/101.pdf", "file_type": "application/pdf", "file_size": 47931, "creation_date": "2024-01-25", "last_modified_date": "2024-01-25", "last_accessed_date": "2024-01-26"}, "hash": "8bf4165447abcb5ca7d4d2153df1953488d1c1af34fcbd6a09776fad04698153", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "c5335491-1f31-4fb9-a561-fbf5ca9b4772", "node_type": "1", "metadata": {}, "hash": "ecbcbe4a8e342659bcb9def5c7bed092749aba09f033f868029706dd9c86a31a", "class_name": "RelatedNodeInfo"}}, "text": "Domestic Mail Manual \u2022 Updated 7-9-23101\n101.6.1Retail Mail: Physical Standards for Letters, Cards, Flats, and Parcels\n4.0 Additional Physical Standa rds for Priority Mail Express\nEach piece of Priority Mail Express may not weigh more than 70 pounds. The \ncombined length and girth of a piece (the length of its longest side plus the \ndistance around its thickest part) may not exceed 108 inches. Lower size or weight standards apply to Priority Mail Express addressed to certain APO/FPO \nand DPOs. Priority Mail Express items must be large enough to hold the required \nmailing labels and indicia on a single optical plane without bending or folding.\n5.0 Additional Physical St andards for Priority Mail\nThe maximum weight is 70 pounds. The combined length and girth of a piece \n(the length of its longest side plus the distance around its thickest part) may not \nexceed 108 inches. Lower size and weight standards apply for some APO/FPO \nand DPO mail subject to 703.2.0 , and 703.4.0 , and for Department of State mail \nsubject to 703.3.0 . \n[7-9-23] \n6.0 Additional Physical Standa rds for First-Class Mail and \nUSPS Ground Advantage \u2014 Retail\n[7-9-23]\n6.1 Maximum Weight\n6.1.1 First-Class Mail\nFirst-Class Mail (letters and flats) must not exceed 13 ounces. \n6.1.2 USPS Ground Advantage \u2014 Retail\nUSPS Ground Advantage \u2014 Retail mail must not exceed 70 pounds.\n6.2 Cards Claimed at Card Prices\n6.2.1 Card Price\nA card may be a single or double (reply) stamped card or a single or double postcard. Stamped cards are available from USPS with postage imprinted on \nthem. Postcards are commercially available or privately printed mailing cards. To \nbe eligible for card pricing, a card and each half of a double card must meet the physical standards in 6.2 and the applicable eligibility for the price claimed. \nIneligible cards are subject to letter-size pricing. \n6.2.2 Postcard Dimensions\nEach card and part of a double card claimed at card pricing must be the following: \na. Rectangular.b. Not less than 3-1/2 inches high, 5 inches long, and 0.007 inch thick.\nc. Not more than 4-1/4 inches high, or more than 6 inches long, or greater than \n0.016 inch thick.\nd. Not more than 3.5 ounces (Charge flat-size prices for First-Class Mail \ncard-type pieces over 3.5 ounces.)", "start_char_idx": 0, "end_char_idx": 2276, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}, "__type__": "1"}, "c5335491-1f31-4fb9-a561-fbf5ca9b4772": {"__data__": {"id_": "c5335491-1f31-4fb9-a561-fbf5ca9b4772", "embedding": null, "metadata": {"page_label": "5", "file_name": "101.pdf", "file_path": "data/101.pdf", "file_type": "application/pdf", "file_size": 47931, "creation_date": "2024-01-25", "last_modified_date": "2024-01-25", "last_accessed_date": "2024-01-26"}, "excluded_embed_metadata_keys": ["file_name", "file_type", "file_size", "creation_date", "last_modified_date", "last_accessed_date"], "excluded_llm_metadata_keys": ["file_name", "file_type", "file_size", "creation_date", "last_modified_date", "last_accessed_date"], "relationships": {"1": {"node_id": "498614f2-f414-4436-9db2-525fd99a35ec", "node_type": "4", "metadata": {"page_label": "5", "file_name": "101.pdf", "file_path": "data/101.pdf", "file_type": "application/pdf", "file_size": 47931, "creation_date": "2024-01-25", "last_modified_date": "2024-01-25", "last_accessed_date": "2024-01-26"}, "hash": "34a007c692b80da82c3d2ae165f34bb571821e56218bae0bd8f9c5084be4b681", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "11952fef-4a9b-422c-8d83-81ae3b0b6385", "node_type": "1", "metadata": {"page_label": "4", "file_name": "101.pdf", "file_path": "data/101.pdf", "file_type": "application/pdf", "file_size": 47931, "creation_date": "2024-01-25", "last_modified_date": "2024-01-25", "last_accessed_date": "2024-01-26"}, "hash": "08d2c894c06d4dd406409b77b3b53b565b851c368ef76f7d0f7194c36ffe0441", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "365a56d1-abd3-44c6-a07a-e1486a92642c", "node_type": "1", "metadata": {}, "hash": "e082bd1eea3f654481c1e3d8d544a4c76413268b7c864133659284c39e1656fc", "class_name": "RelatedNodeInfo"}}, "text": "Domestic Mail Manual \u2022 Updated 7-9-23101\n101.6.2.9Retail Mail: Physical Standards for Letters, Cards, Flats, and Parcels\n6.2.3 Other Cards\nA card that does not meet the applicable standards in 6.2 must not bear the \nwords \u201cPostcard\u201d or \u201cDouble Postcard.\u201d \n6.2.4 Paper or Card Stock\nA card must be of uniform thickness and made of unfolded and uncreased paper \nor cardstock of approximately the quality and weight of a stamped card (i.e., a card available from USPS). A card must be formed either of one piece of paper or \ncardstock or of two pieces of paper permanently and uniformly bonded together. \nThe stock used for a card may be of any color or surface that permits the legible printing of the address, postmark, and any required markings. \n6.2.5 Acceptable Attachments \nA card may bear an attachment that is the following:\na. A paper label, such as a wafer seal or decal affixed with permanent adhesive \nto the back side of the card, or within the message area on the address side \n(see Exhibit 202.2.1 ), or to the left of the address block.\nb. A label affixed with permanent adhesive for showing the delivery or return \naddress.\nc. A small reusable seal or decal prepared with pressure-sensitive and \nnonremovable adhesive that is intended to be removed from the first half of a double card and applied to the reply half. \n6.2.6 Unacceptable Attachment \nA card may not bear an attachment that is the following:\na. Other than paper.\nb. Not totally adhered to the card surface.c. An encumbrance to postal processing. \n6.2.7 Tearing Guides\nA card may have perforations or tearing guides if they do not eliminate or interfere with any address element, postage, marking, or endorsement and do \nnot impair the physical integrity of the card. \n6.2.8 Address Side of Cards\nThe address side of a card is the side bearing the delivery address and postage. The address side may be formatted to contain a message area. Cards that do \nnot contain a message area on the address side are subject to the applicable \nstandards for the price claimed. For the purposes of 6.2, miscellaneous graphics \nor printing, such as symbols, logos, or characters, that appear on the address \nside of cards not containing a message area are generally acceptable provided \nthe items are not intended to convey a message. \n6.2.9 Double Cards\nA double card (a double stamped card or double postcard) consists of two \nattached cards, one of which is designed to be detached by the recipient and returned by mail as a single card. Double cards are subject to these standards:", "start_char_idx": 0, "end_char_idx": 2562, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}, "__type__": "1"}, "365a56d1-abd3-44c6-a07a-e1486a92642c": {"__data__": {"id_": "365a56d1-abd3-44c6-a07a-e1486a92642c", "embedding": null, "metadata": {"page_label": "6", "file_name": "101.pdf", "file_path": "data/101.pdf", "file_type": "application/pdf", "file_size": 47931, "creation_date": "2024-01-25", "last_modified_date": "2024-01-25", "last_accessed_date": "2024-01-26"}, "excluded_embed_metadata_keys": ["file_name", "file_type", "file_size", "creation_date", "last_modified_date", "last_accessed_date"], "excluded_llm_metadata_keys": ["file_name", "file_type", "file_size", "creation_date", "last_modified_date", "last_accessed_date"], "relationships": {"1": {"node_id": "aa770de5-692c-470d-8006-7d7d17318a57", "node_type": "4", "metadata": {"page_label": "6", "file_name": "101.pdf", "file_path": "data/101.pdf", "file_type": "application/pdf", "file_size": 47931, "creation_date": "2024-01-25", "last_modified_date": "2024-01-25", "last_accessed_date": "2024-01-26"}, "hash": "69adb4595c87135b9ab329c4b9d35c5a01a478a271bcc92888b5439046a551bc", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "c5335491-1f31-4fb9-a561-fbf5ca9b4772", "node_type": "1", "metadata": {"page_label": "5", "file_name": "101.pdf", "file_path": "data/101.pdf", "file_type": "application/pdf", "file_size": 47931, "creation_date": "2024-01-25", "last_modified_date": "2024-01-25", "last_accessed_date": "2024-01-26"}, "hash": "34a007c692b80da82c3d2ae165f34bb571821e56218bae0bd8f9c5084be4b681", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "f29577b7-d551-46d4-9763-c99ab3eef46e", "node_type": "1", "metadata": {}, "hash": "77697a609a117ed853ff7223d18664237a4550f2e565a0c3b3ea5b91e643171e", "class_name": "RelatedNodeInfo"}}, "text": "Domestic Mail Manual \u2022 Updated 7-9-23101\n101.6.2.10Retail Mail: Physical Standards for Letters, Cards, Flats, and Parcels\na. The reply half of a double card must be used for reply only and may not be \nused to convey a message to the original addressee or to send statements \nof account. The reply half may be formatted for response purposes (e.g., contain blocks for completion by the addressee).\nb. A double card must be folded before mailing and prepared so that the \naddress on the reply half is on the inside when the double card is originally \nmailed. The address side of the reply half may be prepared as Business \nReply Mail, Courtesy Reply Mail, meter reply mail, or as a USPS Returns service label.\nc. Plain stickers, seals, or a single wire stitch (staple) may be used to fasten the \nopen edge at the top or bottom once the card is folded if affixed so that the \ninner surfaces of the cards can be readily examined. Fasteners must be \naffixed according to the applicable preparation requirements for the price claimed. Any sealing on the left and right sides of the cards, no matter the \nsealing process used, is not permitted.\nd. The first half of a double card must be detached when the reply half is \nmailed for return. \n6.2.10 Enclosures\nEnclosures in double postcards are prohibited at card prices. \n6.3 Nonmachinable Pieces\n6.3.1 Nonmachinable Letters\nLetter-size pieces (except card-size pieces) that meet one or more of the \nnonmachinable characteristics in 1.2 are subject to the nonmachinable \nsurcharge (see 133.1.7 ). \n6.3.2 Nonmachinable Flats\nFlat-size pieces that do not meet the standards in 2.0 are considered parcels, \nand the mailer must pay the applicable parcel price. \n6.4 Parcels \n[7-9-23] USPS Ground Advantage \u2014 Retail parcels are eligible for USPS \nTracking and Signature Confirmation service. A USPS Ground Advantage \u2014 \nRetail parcel is the following:\na. A mailpiece that exceeds any one of the maximum dimensions for a flat \n(large envelope). See 2.1.\nb. A flat-size mailpiece, regardless of thickness, that is rigid or nonrectangular. \nc. A flat-size mailpiece that is not uniformly thick under 2.4. \nd.[7-9-23] A mailpiece that does not exceed 130 inches in combined length \nand girth.\n7.0 Additional Physical Standards for Media Mail and Library \nMail\nThese standards apply to Media Mail and Library Mail:", "start_char_idx": 0, "end_char_idx": 2355, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}, "__type__": "1"}, "f29577b7-d551-46d4-9763-c99ab3eef46e": {"__data__": {"id_": "f29577b7-d551-46d4-9763-c99ab3eef46e", "embedding": null, "metadata": {"page_label": "7", "file_name": "101.pdf", "file_path": "data/101.pdf", "file_type": "application/pdf", "file_size": 47931, "creation_date": "2024-01-25", "last_modified_date": "2024-01-25", "last_accessed_date": "2024-01-26"}, "excluded_embed_metadata_keys": ["file_name", "file_type", "file_size", "creation_date", "last_modified_date", "last_accessed_date"], "excluded_llm_metadata_keys": ["file_name", "file_type", "file_size", "creation_date", "last_modified_date", "last_accessed_date"], "relationships": {"1": {"node_id": "4736f778-10b9-436f-82dd-d23d9526a216", "node_type": "4", "metadata": {"page_label": "7", "file_name": "101.pdf", "file_path": "data/101.pdf", "file_type": "application/pdf", "file_size": 47931, "creation_date": "2024-01-25", "last_modified_date": "2024-01-25", "last_accessed_date": "2024-01-26"}, "hash": "55b4fc162df616d92c56c3274165b8964d060004f25307ad0c25f93a9cf92c03", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "365a56d1-abd3-44c6-a07a-e1486a92642c", "node_type": "1", "metadata": {"page_label": "6", "file_name": "101.pdf", "file_path": "data/101.pdf", "file_type": "application/pdf", "file_size": 47931, "creation_date": "2024-01-25", "last_modified_date": "2024-01-25", "last_accessed_date": "2024-01-26"}, "hash": "69adb4595c87135b9ab329c4b9d35c5a01a478a271bcc92888b5439046a551bc", "class_name": "RelatedNodeInfo"}, "3": {"node_id": "f80116a5-dac6-4d23-97fb-8dea02dbfc6e", "node_type": "1", "metadata": {}, "hash": "335f0cdd41521f0d30aca6851e080c788074fbd25dd9ae6f8cc696364960e35a", "class_name": "RelatedNodeInfo"}}, "text": "Domestic Mail Manual \u2022 Updated 7-9-23101\n101.6.4Retail Mail: Physical Standards for Letters, Cards, Flats, and Parcels\na. No piece may weigh more than 70 pounds.\nb. The combined length and girth of a piece (the length of its longest side plus \nthe distance around its thickest part) may not exceed 108 inches.\nc. Lower size or weight standards apply to mail addressed to certain APOs and \nFPOs, subject to 703.2.0 and 703.4.0 and for Department of State mail, \nsubject to 703.3.0 .", "start_char_idx": 0, "end_char_idx": 483, "text_template": "{metadata_str}\n\n{content}", "metadata_template": "{key}: {value}", "metadata_seperator": "\n", "class_name": "TextNode"}, "__type__": "1"}, "f80116a5-dac6-4d23-97fb-8dea02dbfc6e": {"__data__": {"id_": "f80116a5-dac6-4d23-97fb-8dea02dbfc6e", "embedding": null, "metadata": {"page_label": "8", "file_name": "101.pdf", "file_path": "data/101.pdf", "file_type": "application/pdf", "file_size": 47931, "creation_date": "2024-01-25", "last_modified_date": "2024-01-25", "last_accessed_date": "2024-01-26"}, "excluded_embed_metadata_keys": ["file_name", "file_type", "file_size", "creation_date", "last_modified_date", "last_accessed_date"], "excluded_llm_metadata_keys": ["file_name", "file_type", "file_size", "creation_date", "last_modified_date", "last_accessed_date"], "relationships": {"1": {"node_id": "4c9d810b-076c-41af-8b69-72bdde8a44b7", "node_type": "4", "metadata": {"page_label": "8", "file_name": "101.pdf", "file_path": "data/101.pdf", "file_type": "application/pdf", "file_size": 47931, "creation_date": "2024-01-25", "last_modified_date": "2024-01-25", "last_accessed_date": "2024-01-26"}, "hash": "a44ebb4a5ae72424a3829644000ba271d3cc351591d771718808cc29de205041", "class_name": "RelatedNodeInfo"}, "2": {"node_id": "f29577b7-d551-46d4-9763-c99ab3eef46e", "node_type": "1", "metadata": {"page_label": "7", "file_name": "101.pdf", "file_path": "data/101.pdf", "file_type": "application/pdf", "file_size": 47931, "creation_date": "2024-01-25", "last_modified_date": "2024-01-25", "last_accessed_date": "2024-01-26"}, "hash": "f7c0a28ebadbb3bd7eeeb9b999612a9c38023da26b80f1ecfa1ba7a4a532989f", "class_name": "RelatedNodeInfo"}}, "text": "Domestic Mail Manual \u2022 Updated 7-9-23", "start_char_idx": 0, "end_char_idx": 37, 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